Development MCP Servers

io.github.IncorporatedPartners

Trending hip-hop artist momentum scores across four cultural dimensions.

io.github.ruvnet

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

io.github.upstash

Up-to-date code docs for any prompt

io.github.tldraw

Draw and visually collaborate with your agents on tldraw's canvas.

io.github.metabase

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

io.github.ChromeDevTools

MCP server for Chrome DevTools

io.github.PostHog

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

io.github.microsoft

Playwright Tools for MCP

io.github.github

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

io.github.oraios

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

io.github.DeusData

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

io.github.screenpipe

Search your local screen recordings, audio transcripts, and computer activity from screenpipe.

io.github.keploy

End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

io.github.googleapis

MCP Toolbox for Databases enables your agent to connect to your database.

io.github.googleapis

MCP Toolbox for Databases enables your agent to connect to your database.

io.github.GLips

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

io.github.open-metadata

Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

io.github.coder

Manage Coder workspaces, templates, and cloud development environments

io.github.kubeshark

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

io.github.MervinPraison

AI Agents Framework with Self Reflection and MCP support

io.github.t8y2

Query databases from AI agents using connections configured in DBX.

io.github.airweave-ai

MCP server for searching Airweave collections with natural language queries.

io.github.CursorTouch

An MCP Server for computer-use in Windows OS

io.github.nirholas

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

io.github.wonderwhy-er

MCP server for terminal commands, file operations, and process management

io.github.cameroncooke

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

io.github.mobile-next

MCP server for iOS and Android Mobile Development, Automation and Testing

io.github.JerBouma

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

io.github.firebase

Gives AI development tools Firebase-specific capabilities and expertise.

io.github.antvis

A Model Context Protocol server for generating charts using AntV.

io.github.txn2

Kubernetes port forwarding for local development with automatic /etc/hosts entries.

io.github.tolgee

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

io.github.homeassistant-ai

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

io.github.revolist

Hosted Pro MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.

io.github.IvanMurzak

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

io.github.basicmachines-co

Local-first knowledge management with bi-directional LLM sync via Markdown files.

io.github.grafana

An MCP server giving access to Grafana dashboards, data and more.

io.github.giancarloerra

MCP server for local codebase indexing, semantic search, and code dependency graphs.

io.github.divu2025

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

io.github.nowork-studio

Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, pause campaigns.

io.github.callstackincubator

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

io.github.blazickjp

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

io.github.nteract

Render React data visualizations from JSON. 43 chart types; validate, diagnose, suggest tools.

dev.repowise

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

io.github.dgunning

Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.

io.github.signerlabs

40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.

io.github.llmsresearch

Generate academic diagrams and statistical plots from text using multi-agent AI.

io.github.jgravelle

Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.

io.github.timescale

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

com.microsoft

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

io.github.zereight

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

io.github.containers

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

io.github.blitzdotdev

Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools.

io.github.vmoranv

MCP server for JavaScript analysis, security auditing, browser automation and hooks

io.github.kubeshop

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

io.github.mims-harvard

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

io.github.hashicorp

Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

io.github.winedarksea

Automated time series forecasting with model search, anomaly detection, and event risk analysis

io.github.nrwl

A Model Context Protocol server implementation for Nx

io.github.svnscha

A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

io.github.mnemox-ai

MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.

io.github.bergside

Design systems, UI prompts, and layout variations for AI coding tools.

io.github.robotmcp

Connect AI models like Claude & ChatGPT with ROS robots using MCP

io.github.sceneview

3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

io.github.BetterDB-inc

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

io.github.vkhanhqui

Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.

io.github.Efistoffeles

Flight search & booking for AI agents. 400+ airlines, 75 free local connectors.

io.github.drhelius

MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator

io.github.dongdongbh

Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access.

io.github.yifancong

An MCP server that provides build analysis and optimization recommendations for Rspack projects.

io.github.mohitagw15856

354 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

io.github.safedep

Protect your AI agents and IDEs from malicious open-source packages.

io.github.mongodb-js

MongoDB Model Context Protocol Server

io.github.Mibayy

Structural codebase MCP server — navigate and edit code by symbol name, not raw text.

io.github.asklokesh

Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.

io.github.scaleway

Scaleway MCP server for interacting with the Scaleway APIs

io.github.neo4j-contrib

MCP Neo4j Knowledge Graph Memory Server

io.github.bgauryy

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

com.atlassian

Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

io.github.OpenOSINT

AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

io.github.vercel

Next.js development tools MCP server with stdio transport

io.github.taybenlor

MCP Server for the Runno Sandbox

io.github.mihai-dinculescu

MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents

io.github.ChiR24

MCP server for Unreal Engine 5 with 23 tools for game development automation.

io.github.getsentry

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

io.github.mnemox-ai

Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.

io.github.joaoh82

Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable.

io.github.Vrun-design

Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.

io.github.chernistry

Declarative agent orchestration for engineering teams

io.github.marmotdata

Open-source data catalog. Search assets, explore lineage, and find ownership.

io.github.SonarSource

Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.

io.github.eat-pray-ai

The AI-powered toolkit that grows your YouTube channel on autopilot

io.github.samvallad33

Local-first memory for AI agents that reaches backward to find a failure's root cause.

io.github.ggozad

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

io.github.UI5

MCP server for UI5 Web Components for React - Developer documentation and API assistance

io.github.levnikolaevich

Deterministic layered code graph MCP server with framework overlays and SCIP interop.

io.github.motherduckdb

SQL analytics and data engineering for AI Assistants and IDEs

io.github.PV-Bhat

Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

io.github.TickDB

Real-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotes

io.github.docfork

Up-to-date Docs for AI Agents.

ai.smithery

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

io.github.sirkirby

Manage UniFi Protect cameras, events, recordings, and smart detections via MCP.

io.github.TeleAI-UAGI

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option

io.github.BlockRunAI

Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per call.

io.github.StuMason

38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

io.github.duriantaco

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

io.github.anyproto

Official MCP server for Anytype API - your encrypted, local and collaborative wiki.

io.github.domdomegg

Read and write access to Airtable database schemas, tables, and records.

io.github.r-huijts

MCP server for accessing Strava API

io.github.abelljs

AI tools related to Abell. Currently includes MCP of Abell

io.github.formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

com.gitkraken

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

io.github.ooples

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ tools

io.github.jkawamoto

An MCP server retrieving transcripts of YouTube videos

io.github.delorenj

MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.

io.github.indragiek

Universal CPU profiler designed for humans and AI agents

io.github.8beeeaaat

MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

io.github.RareSense

Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL, Blender script.

io.github.superserve-ai

MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs

io.github.ShaftHQ

SHAFT browser automation, capture, and offline deterministic failure diagnosis

io.github.koreal6803

Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.

io.github.Beever-AI

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

io.github.PlanExeOrg

MCP server for generating rough-draft project plans from natural-language prompts.

io.github.tomyud1

MCP server for Godot game engine integration — control the Godot editor with AI

io.github.aahl

MCP Server for stock and crypto

io.github.drhelius

MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator

io.github.ruvnet

Neural network swarm orchestration with WebAssembly acceleration and MCP integration

io.github.zhongweili

An MCP server that provides image generation and editing capabilities

io.github.cisco-open

AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.

io.github.VectifyAI

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

io.github.agentmark-ai

Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.

io.github.tuanle96

Odoo MCP server: safe gated writes, access diagnostics, schema discovery, multi-instance routing.

io.github.nirholas

Twitter X automation MCP - post schedule analytics engagement social media

io.github.drfccv

An MCP server that provides 12306 ticket query

io.github.mapbox

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

io.github.mcpware

Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.

io.github.DMontgomery40

Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.

io.github.andrea9293

Local-first document management and semantic search for AI coding agents

io.github.shinpr

Easy-to-setup local RAG server with minimal configuration

io.github.spences10

MCP server for integrating Omnisearch with LLMs

io.github.stefanoamorelli

SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API

io.github.vfarcic

AI-powered development platform for Kubernetes deployments and intelligent automation

io.github.aovestdipaperino

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

io.github.flytohub

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

io.github.domdomegg

Control your computer with screenshots, mouse, and keyboard automation.

io.github.ai-dashboad

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

io.github.aayoawoyemi

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

io.github.neuledge

Local-first documentation for AI agents. Offline, instant, private doc retrieval.

io.github.nim-lang

MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects

io.github.Lyellr88

Universal MCP Server with advanced AI memory capabilities and semantic search.

io.github.Goldentrii

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.

io.github.tugcantopaloglu

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

io.github.apollographql

MCP server that exposes GraphQL operations as tools for AI models.

io.github.cr7258

MCP server for interacting with Elasticsearch

io.github.saidutt46

Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, and name generation.

io.github.Snowflake-Labs

MCP Server for Snowflake from Snowflake Labs

io.github.ZachLaik

Search 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries.

io.github.Alfanous-team

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

io.github.IMNMV

Connect RStudio to AI assistants for interactive R coding and data analysis.

io.github.ucsandman

MCP server for DashClaw governance — guard, record, invoke, and discover capabilities.

io.github.burningion

MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos

io.github.RekklesNA

Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.

io.github.JSONbored

Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.

io.github.smart-mcp-proxy

Local-first MCP proxy with BM25 tool discovery, security scanning, quarantine & ~99% token savings

io.github.AliAkhtari78

Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.

io.github.storybookjs

Help agents automatically write and test stories for your UI components.

io.github.codespar

MCP server for Zoop — marketplace payments, splits, sellers, buyers, transfers

io.github.rhel-lightspeed

MCP server for read-only Linux system administration, diagnostics, and troubleshooting

io.github.maxanatsko

Power BI MCP server (Supports Windows and macOS)

io.github.hypothesi

A Model Context Protocol server for use with Tauri v2 applications

io.github.nirholas

Free crypto news MCP server — 38 tools, 130+ sources, market data, sentiment, whale alerts & more

io.github.sachitrafa

Persistent memory for AI agents. Memories decay with time and strengthen on recall.

io.github.sachitrafa

Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.

io.github.estruyf

Enables AI assistants to interact with Demo Time and helps build presentations and demos.

io.github.sonpiaz

Hand any social video to your AI agent — frames + transcript bundled. MCP server for watch-cli.

io.github.formulahendry

Code Runner MCP Server which can run code in various programming languages.

io.github.pyth-network

Real-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets.

io.github.MPP32

Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs your agent can call.

io.github.oleksiijko

Local-first persistent memory for AI coding agents.

io.github.l33tdawg

Persistent, consensus-validated institutional memory for AI agents. Runs locally.

io.github.artokun

MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

io.github.cyanheads

Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.

io.github.MobAI-App

AI-powered mobile device automation for Android and iOS devices, emulators, and simulators

io.github.varun29ankuS

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

io.github.jeff-nasseri

MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.

io.github.HaD0Yun

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.

io.github.surendranb

An MCP server that provides [describe what your server does]

io.github.openaccountants

Open-source AI accounting skills verified by licensed accountants (tax, VAT, payroll).

io.github.nhadaututtheky

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

io.github.drhelius

MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator

io.github.RyanAlberts

Agent-harness picks, search, and decision guides over a curated, weekly-rescored list of 110.

io.github.vybenetwork

Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.

io.github.RLabs-Inc

Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI

io.github.aartiq

400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.

io.github.SepineTam

Let LLM help you achieve your regression analysis with Stata

io.github.comet-ml

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

io.github.ai-elara

Index your codebase. AI searches instead of re-reading files. 94% token savings.

io.github.CrowdStrike

Connects AI agents with CrowdStrike Falcon for security analysis and automation.

io.github.sbroenne

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

io.github.xiaojiou176-open

Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and incident summaries.

io.github.xiaojiou176-open

Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and incident reads.

io.github.thomasxm

AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch

io.github.marianfoo

Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

io.github.cafeTechne

MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions

io.github.taisly

AI agent video posting to TikTok, Reels, Shorts, X, and Facebook through Taisly.

io.github.jpicklyk

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates

io.github.team-telnyx

Official TypeScript library for the Telnyx API

io.github.railwayapp

Official Railway MCP server

io.github.microsoft

An MCP server that stores Copilot customizations from the Awesome Copilot repository

io.github.yuque

MCP server for Yuque — expose your knowledge base to AI assistants.

io.github.saurabhsharma2u

MCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights.

io.github.varun369

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

io.github.aresyn

Durable MCP control plane for long-running Codex Desktop tasks.

io.github.VictoriaMetrics

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

io.github.VictoriaMetrics-Community

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

io.github.jgravelle

Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.

io.github.enuno

An MCP server that leverages official UniFi API

io.github.Intina47

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

io.github.alphavantage

Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators

io.github.anousss007

shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts.

io.github.freema

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

io.github.omega-memory

Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.

io.github.omega-memory

Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.

io.github.nesquikm

Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more

io.github.Vist233

Hosted MCP server for finding authoritative primary data sources and official portals.

io.github.aplaceforallmystuff

MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr

io.github.Mnexa-AI

Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, SPF/DKIM verified.

io.github.Patdolitse

Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.

io.github.raullenchai

Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporization.

io.github.meysam81

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

io.github.tsubotax

AI-Ready design system MCP: melta UI tokens, component contracts, 99 rules, check_html self-verify

io.github.jordanburke

Reddit MCP server with full read/write - posts, comments, search, and content creation.

com.glean

Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.

io.github.tolenonetwork

Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.

io.github.bx33661

Professional network analysis with tshark. Security audits, deep-dives, and threat detection.

io.github.kryptobaseddev

Task management for AI coding agents — CQRS 2-gateway pattern, 200 ops across 10 domains

io.github.TickTockBent

Renders web pages into structured, agent-readable representations using headless Chromium.

io.github.FunplayAI

stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity-mcp.

io.github.FunseaAI

stdio bridge for the local Unity Editor MCP server from FunseaAI/unity-mcp.

io.github.PayRam

Remote MCP server to integrate and validate self-hosted PayRam deployments.

io.github.Vortiago

Connect AI assistants to Outline for document search, reading, and management

io.github.vishalsachdev

Canvas LMS integration for students and educators with FERPA-compliant analytics and workflows

io.github.chris-schra

MCP proxy that aggregates multiple servers with tool filtering and customization

io.github.SamMorrowDrums

Access your reMarkable tablet - read documents, browse files, extract text and OCR

io.github.priyankark

MCP server for Google Lighthouse performance metrics

io.github.serpapi

Official SerpApi MCP server for Google, Bing, and other search engines.

io.github.SAP

SAP Fiori - Model Context Protocol (MCP) server

io.github.taskade

Connect Taskade to any AI assistant — 62 tools: projects, tasks, agents, agent chat, webhooks.

io.github.jjlabsio

MCP server for korea stock

io.github.devantler-tech

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

io.github.dcostenco

Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents

io.github.ykarapazar

Live Microsoft Word editing via MCP — tracked changes, undo, comments, 40+ tools

io.github.crisnahine

38 MCP tools give AI agents live Rails schema, routes, models, and conventions.

io.github.cyanheads

Agent-native TypeScript framework for building MCP servers with declarative definitions.

io.github.cyanheads

TypeScript template for building MCP servers with declarative tooling, observability, and auth.

io.github.browserstack

BrowserStack's Official MCP Server

io.github.alisaitteke

MCP server for Adobe Photoshop automation - control Photoshop from AI assistants

io.github.SikamikanikoBG

Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).

io.github.BurtTheCoder

MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.

io.github.Anandb71

The Graph-Native Intelligence Layer for Code.

io.github.imbenrabi

MCP server for Financial Modeling Prep API with 250+ financial data tools

io.github.keysersoft

Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.

dev.codepathfinder

Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

io.github.fkiene

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

io.github.drhelius

MCP server for Gearcoleco ColecoVision emulator

io.github.NickCirv

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

io.github.alondmnt

FastMCP server exposing Joplin notes, notebooks, tags, and imports.

io.github.IgniteUI

Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

io.github.iamtouchskyer

Zettelkasten-based agent memory system with bidirectional links

io.github.BurtTheCoder

MCP server for querying VirusTotal API with comprehensive security analysis tools.

io.github.opendatalab

Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.

io.github.clarilayer

Individual-analyst context layer over MCP: bootstrap, reconcile, and remember your data context.

io.github.shinpr

AI image generation and editing with prompt optimization and quality presets

io.github.king-of-the-grackles

Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research

io.github.achiya-automation

Native Safari browser automation for AI agents — 96 tools, zero Chrome overhead.

io.github.Dave-London

Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.

io.github.BV-Venky

Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

io.github.miroapp

Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.

io.github.arc-mcp

MCP server for SAP ABAP systems

io.github.jfarcand

Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

io.github.marianfoo

MCP server for SAP ABAP systems

io.github.sathergate

Encrypted secrets for Next.js. AES-256-GCM with no vault needed.

io.github.jfarcand

Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

io.github.wso2

MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications

io.github.clemensv

Schema conversion and schema-driven code generation MCP server.

io.github.shashankswe2020-ux

MCP server for WHOOP health data — recovery, sleep, workouts, cycles, and trends.

io.github.jamesmontemagno

MCP server providing monkey data, journeys, and location services for various monkey species.

dev.augments

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

io.github.sheawinkler

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

io.github.benseverndev-oss

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

io.github.DeHor-Labs

Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.

io.github.nikolasdehor

Servidor MCP para integrar IAs com o sistema fiscal brasileiro: CNPJ, NFe, NFSe, SPED, eSocial.

io.github.hidai25

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

io.github.sh3ll3x3c

MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.

io.github.pnp

MCP server for CLI for Microsoft 365 to manage your tenant using natural language

io.github.jonradoff

Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.

io.github.timescale

Provides programmatic access to Tiger Cloud services, databases, and documentation.

io.github.jnMetaCode

AI agent security: 7 MCP tools for injection detection, PII scanning, command safety, DLP.

io.github.hostinger

MCP server for Hostinger API

io.github.satelliteoflove

Agent-driven Godot playtesting: editor control, input injection, game-time stepping, live state.

io.github.riponcm

Local-first memory + judgment layer for AI coding agents — warns before repeating failed fixes.

io.github.gaopengbin

CesiumJS API docs, code generation and development tools for IDE AI assistants.

io.github.yusong652

Give AI agents full access to ITASCA PFC - documentation, simulation, and plot capture.

io.github.unmodeled-tyler

AI-native browser runtime for autonomous agents with human-in-the-loop supervision

io.github.SAP-samples

150+ SAP HANA database tools as MCP tools for AI assistants

io.github.raisiqueira

A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost

io.github.stefanoamorelli

Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series

io.github.devlint

Auto-resolves Git merge conflicts so agents only touch the complex hunks.

io.github.gybob

Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings

io.github.Yambr

Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents

io.github.kagan-sh

AI-powered Kanban TUI for autonomous development workflows with agent orchestration

io.github.SimplyLiz

Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture

io.github.ryanbaumann

Google Maps Platform Code Assist MCP

io.github.nirholas

Build extend and maintain pump - Token creation buying selling migration fee collection

io.github.Gingiris-1031

Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

io.github.ProfessionalWiki

MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools

io.github.cap-js

Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

io.github.perforce

Perforce P4 MCP server: changelists, files, shelves, workspaces, jobs, code reviews, and streams.

io.github.Jeomon

MCP server for macOS desktop automation via the Accessibility API.

io.github.SigNoz

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

io.github.yuvalsuede

Persistent memory + git snapshots for Claude Code. Never lose context or code.

io.github.ruvnet

Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation

io.github.portel-dev

N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelligent tool discovery.

io.github.shinpr

MCP server for delegating tasks to specialized AI assistants in Cursor, Claude, and Gemini

io.github.kunwar-shah

Persistent memory + FTS5 search MCP server for Claude Code conversation history.

io.github.UI5

MCP server for SAPUI5/OpenUI5 development

io.github.whistlegraph

MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock melodies

io.github.Codeturion

Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

io.github.VictoriaMetrics

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

io.github.cdnsteve

Autonomous AI development system with persistent task queue and background execution

io.github.VictoriaMetrics-Community

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

io.github.thebriangao

Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).

io.github.WaterTian

MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggregated APIs.

io.github.briangaoo

Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).

io.github.briangaoo

Full read + write access to your Whoop fitness data via the private iOS API. 48 tools.

io.github.dominik1001

CalDAV calendar operations (list, create, update, delete events) as MCP tools.

io.github.CodeAlive-AI

Semantic code search and analysis from CodeAlive for AI assistants and agents.

io.github.akutishevsky

MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more.

io.github.wise-vision

View ROS 2 nodes and topics, and call services and actions via MCP

io.github.cyanheads

Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials.

io.github.flowing-abyss

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

io.github.cameronrye

Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exchange, Kiwix.

io.github.arm

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

io.github.w1ckedxt

Brutally honest code reviews: scores, real issues, and usable fixes. CLI + MCP server.

io.github.gowtham0992

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

io.github.b1ff

MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

io.github.RobelDev

Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

io.github.yuna0x0

AniList MCP server for accessing AniList API data

io.github.freema

MCP server for Google Sheets API — read, write, format, batch operations.

io.github.Regsorm

Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. Static binary.

io.github.ldclabs

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

io.github.nirholas

Governed x402 payment sessions: pay any endpoint with budget, allowlist & per-tx caps, no key.

io.github.sverklo

Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

io.github.manusa

A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

io.github.bromoket

MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

io.github.gradion-ai

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

io.github.ahmedEid1

Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.

io.github.bzsasson

Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.

io.github.cyberlife-coder

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

io.github.NameetP

PDF-to-Markdown router. Per-page backend selection + confidence scoring for RAG ingestion.

io.github.DmitriyGolub

Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent

io.github.smith-horn

Discover, install, and manage Claude Code skills via MCP with 14,000+ curated skills.

io.github.jkawamoto

A MCP server for interacting with Bear note-taking software.

io.github.PagerDuty

PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.

io.github.jztan

Production-ready MCP server for PDF processing with intelligent caching.

io.github.LofiFren

AI assistant access to PicoCalc MicroPython hardware over USB.

io.github.TocharianOU

Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration

io.github.imran-siddique

Build and manage policy-compliant AI agents with safety enforcement and compliance checking

io.github.kesslerio

AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes and workflows.

io.github.JKHeadley

Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.

io.github.Pantheon-Security

Security-hardened NotebookLM MCP with post-quantum encryption

io.github.appwrite

MCP (Model Context Protocol) server for Appwrite

io.github.blackwell-systems

Stateful LSP runtime for AI agents — 50+ tools across 30+ languages via MCP.

io.github.Licinexus

Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.

io.github.xelektron

Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.

io.github.PascaleBeier

Read-only MCP server for aggregate HitKeep analytics and official documentation.

io.github.codefuturist

IMAP/SMTP email MCP server — 47 tools, IMAP IDLE push, multi-account, AI triage.

io.github.yokingma

Time MCP Server, giving LLMs time awareness capabilities.

io.github.dnotitia

Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.

io.github.Eclipse-Cj

Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

io.github.kushneryk

Collaboration rooms for AI agents. Real-time messaging + standard git.

io.github.GoogleCloudPlatform

MCP Server for understanding, managing & troubleshooting your GCP environment.

io.github.openfate-ai

OpenFate Bazi MCP with True Solar Time, Four Pillars, Da Yun, and branch interactions.

io.github.fr0ster

MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic ABAP

io.github.spranab

Multi-model AI brainstorming debates with code review and quick perspectives

io.github.steve228uk

MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP

io.github.FunplayAI

stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.

io.github.colophon-group

Search jobs, companies, and watchlists on Job Seek (jseek.co)

io.github.Codeturion

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

io.github.ralfbecher

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

io.github.mholzen

Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms

io.github.yuna0x0

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

io.github.Kastalien-Research

Extended reasoning with structured processes, persistence, and workflow guidance

io.github.Battam1111

Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

io.github.andreisirbu91-lab

Query your MCPSpend usage: cost today, top tools, recent sessions, budget projections.

io.github.discourse

Discourse MCP CLI server (stdio) exposing Discourse tools via MCP

io.github.gebalamariusz

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

io.github.tomohiro-owada

Lightweight local RAG MCP server. 40x token reduction.

io.github.KyaniteLabs

Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.

io.github.KuvopLLC

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

io.github.mreider

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

io.github.HzaCode

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

io.github.tathagat22

Figma → code MCP: no rate limits, no metered quotas, verification loop. Works on every Figma plan.

io.github.amanhij

Biologically-inspired persistent memory engine for Claude Code MCP agents

io.github.xorrkaz

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

io.github.rasinmuhammed

Generate multi-table synthetic data that hits declared revenue curves and fraud rates exactly.

io.github.dtkmn

Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.

io.github.morinokami

MCP server to support Astro project development

io.github.mapbox

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

io.github.sonpiaz

Search and discover affiliate programs with agent-ready data and commission details.

io.github.hummingbot

MCP server exposing Hummingbot API for automated multi-exchange trading

io.github.esaio

Official MCP server for esa.io - a documentation sharing service for teams

io.github.ignaciohermosillacornejo

Query and manage Copilot Money personal finances — local reads, opt-in GraphQL writes.

io.github.n24q02m

Knowledge graph for token-efficient code reviews with fixed search and configurable embeddings

io.github.MikeRecognex

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

io.github.lapfelix

Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration

io.github.xieyuschen

Semantic code analysis for Go using gopls - language-aware navigation, definitions, references

io.github.linxule

Music studio: ABC notation composition and Strudel live coding with ext-apps UI.

io.github.bh-rat

MCP server for accessing curated awesome list documentation

io.github.NitroRCr

An MCP server that gives your AI access to the source code and docs of all public github repos

io.github.aborruso

MCP server for interacting with CKAN open data portals

io.github.KuudoAI

Amazon Ads API MCP server for Amazon Advertising API

io.github.MihaiBuilds

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

io.github.tjhop

An API-complete MCP server to manage Prometheus-compatible backends.

io.github.danmartuszewski

SSH connection manager with MCP server for AI-assisted operations across servers.

io.github.zw008

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

io.github.Mastercard

Access Mastercard Developers APIs, documentation, and API specifications through MCP.

io.github.nex-crm

Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph.

io.github.verygoodplugins

Graph-vector memory for AI assistants using FalkorDB and Qdrant

io.github.atef-ataya

Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination

io.github.Ranork

MCP-native open-source Notion alternative: read & write pages, databases and kanban boards.

io.github.JuanCF

MCP server for Android device control via ADB and scrcpy

io.github.dns-aid

Discover and publish AI agents via DNS using SVCB records (RFC 9460)

io.github.vgnshiyer

Access your Apple Books library, annotations, reading progress, and highlights through Claude

io.github.infobloxopen

Discover and publish AI agents via DNS using SVCB records (RFC 9460)

io.github.kastelldev

Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.

io.github.salvo10f

Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.

com.codescene

An MCP server that provides CodeScene Code Health analysis tools.

io.github.w31r4

MCP server wrapping Codex CLI for stdio-based tool calls.

io.github.PromptExecution

Expose curated Justfile recipes via MCP for safe deterministic automation.

io.github.major7apps

Universal memory runtime for AI agents — episodic, semantic, and procedural memory.

io.github.paiml

High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility

io.github.ndesv21

Connect any AI agent to 11+ social platforms: schedule, publish & track posts via hosted MCP.

io.github.rolandpg

Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.

io.github.zazencodes

Essential random number generation utilities from the Python standard library

io.github.isdaniel

providing weather information, air quality data, and timezone utilities using the Open-Meteo API.

io.github.henilcalagiya

MCP server for Apple Notes integration using AppleScript with full CRUD operations

io.github.kevint-cerebras

Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-first IDEs

io.github.nickzitzer

Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema discovery

io.github.ie3jp

Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS | Windows.

io.github.adlai88

Trade prediction markets with AI agents — skill discovery, autoresearch, and execution.

io.github.shibayu36

MCP server specialized in retrieving information from Slack messages and threads

io.github.martingeidobler

Control Android devices and emulators via ADB — screenshots, UI automation, and logcat.

io.github.Coolver

Vibecode your Home Assistant setup from your IDE: automations, dashboards, themes and configs

io.github.buildkite

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

io.github.ariffazil

Constitutional AI kernel with 13 MCP tools, 888_JUDGE verdict pipeline, and VAULT999 ledger.

io.github.nikolausm

IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants

io.github.Hyperion-GPU

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

io.github.bintocher

Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

io.github.qrussell

Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes

io.github.jztan

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

io.github.PSU3D0

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

io.github.awslabs

AI agent tools for Open Security Controls Assessment Language (OSCAL)

io.github.zenml-io

MCP server for ZenML - browse stacks, pipelines, runs, artifacts & trigger pipeline runs via API

io.github.langcare

An MCP FHIR server written in Go for EMR systems like Epic and Cerner

io.github.RapierCraft

Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management

io.github.Antonytm

A Model Context Protocol server for Sitecore

io.github.palewire

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

io.github.btouchard

Stop copy-pasting between Claude Chat and Claude Code.

io.github.kkjdaniel

BoardGameGeek MCP server providing access to BGG API data through standardized tools

io.github.wyre-technology

MCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more.

io.github.kapillamba4

Local semantic code search with Git history. Works offline, no API key needed.

io.github.drhalto

Local-first codebase intelligence MCP server for AI coding agents.

io.github.fliptheweb

MCP server for accessing Yazio user & nutrition data (unofficial)

io.github.taazkareem

Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup.

io.github.microsoft

Official Microsoft MCP Server to query Microsoft Entra data using natural language

io.github.imdinu

Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.

io.github.raphasouthall

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.

io.github.drewburchfield

Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants

io.github.rafsilva85

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

io.github.MikkoParkkola

Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.

io.github.futuresearch

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

io.github.etairl

MCP server for parallel browser automation across multiple providers.

io.github.futuresearch

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

io.github.unmateria

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

io.github.Anuj7411

Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

io.github.with-geun

Query alive-analysis history from any AI client. Tools: list, get, search, dashboard export.

io.github.kayhendriksen

Access Swiss meteorological open data from MeteoSwiss, powered by foehn

io.github.looptech-ai

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

io.github.JuzzyDee

Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.

io.github.basehub-ai

Ask any GitHub repository a question. Get source-backed answers.

io.github.roddutra

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

io.github.goldbergyoni

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

io.github.ooples

MCP server for AI-driven console application automation and monitoring

io.github.zscaler

Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.

io.github.Antmanbuilds

Fair-price checks, leaderboards, and Ed25519 receipt verification for x402/MPP services.

io.github.tstockham96

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

io.github.dearlordylord

MCP server for Huly integration

io.github.open-agreements

Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.

io.github.bitrise-io

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

io.github.Sam-AEC

Independent MCP integration for Autodesk Revit software through a local bridge.

io.github.Vortx-AI

Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, no keys for reads.

io.github.cafferychen777

Natural language-driven spatial transcriptomics analysis with 60+ methods via MCP

io.github.Sam-AEC

MCP server connecting AI assistants to Autodesk Revit through a local bridge.

io.github.ralfbecher

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

io.github.Alejandro-M-P

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

io.github.umbraco

A developer focused model context protocol (MCP) server for Umbraco CMS

io.github.hermai-ai

Hermai MCP server — look up, submit, and classify website API schemas from any MCP client.

io.github.msjsc001

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

io.github.wende

Code intelligence MCP server for 17+ programming languages.

io.github.CSCSoftware

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

io.github.DeanWard

HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models

io.github.Keesan12

Governed MCP server for AI coding agents with budgets, verifier gates, and inspectable runs.

io.github.mythos-agent

Open-source AI security agent: SAST, DAST, and policy-as-code over MCP.

io.github.dreamrec

317-tool agentic MCP production system for Ableton Live 12 — device atlas, sample engine, composer

io.github.EtienneChollet

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

io.github.ataberk-xyz

Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

io.github.Prismer-AI

MCP server exposing Signet cryptographic signing, verification, and content hash tools over stdio.

io.github.contextstreamio

ContextStream MCP server for code context, memory, search, and AI tools.

io.github.themesberg

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

io.github.christian289

Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.

io.github.Mearman

MCP server and CLI tool for interacting with the Wayback Machine without API keys

io.github.CodeLogicIncEngineering

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

io.github.whats2000

Control NVIDIA Isaac Sim robotics simulator through MCP with 39 tools

io.github.misterwigglesworth

Markdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidelity.

io.github.mafzaal

A community-driven Microsoft Dynamics 365 Finance & Operations MCP server

io.github.simplemindedbot

Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).

io.github.introfini

MCP server enabling AI assistants to build, test, and debug Zotero plugins

io.github.DollhouseMCP

OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.

io.github.AliKarami

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

io.github.KyuRish

45+ interactive charts, dashboards, and KPIs inside any AI conversation

io.github.ofershap

MCP server + Chrome extension for AI browser control with real sessions.

io.github.ammawla

20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines

io.github.galaxyproject

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

io.github.zoharbabin

Your AI research assistant that cites real sources and stays honest

io.github.UseJunior

AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation

io.github.ZengLiangYi

Local-first AI PKM memory for coding conversations.

io.github.EOX-A

A server to provide information about EOxElements custom elements for coding agents.

io.github.chrismcdermut

Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows

io.github.connerlambden

Search scientific papers with structured experimental data from full-text studies

io.github.paulhkang94

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

io.github.brandu-mos

Supervised Meta Ads operating system for Claude Code with 57 campaign management tools.

io.github.trsdn

PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows only.

io.github.selvage-lab

An LLM-based code review MCP server with AST-powered smart context extraction

io.github.mgwalkerjr95

MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more

io.github.DiaaAj

Self-evolving memory system for AI agents

io.github.nirholas

UCAI — The ABI-to-MCP Server Generator. Convert any smart contract ABI into an AI-ready MCP server.

io.github.teamtrayd

Trade Robinhood through natural language in Claude Code.

io.github.Copenhagen0x

Scan Solana/Anchor code against the Solana Security Standard and serve the ruleset to MCP clients.

io.github.proompteng

Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.

io.github.devlensio

Query a precomputed code graph (nodes, edges, summaries) of TS/JS/React/Next.js/Node repos via MCP.

io.github.Vorim-AI-Labs

AI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI

io.github.mybolide

Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.

io.github.Carbon-Arc

The infrastructure for the AI economy: primitives for inference, agents, and decisions.

io.github.johnzfitch

Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis

io.github.ArtKeyAi

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

io.github.SAP

Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

io.github.Kzino

AI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI

io.github.Thunder-Compute

GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing.

io.github.macuse-app

Bridges AI assistants with native macOS functionality through the Model Context Protocol (MCP).

io.github.jordanlyall

FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, and more.

io.github.Epochal-dev

MCP server that wraps the Open Notebook API

io.github.abhishekbhakat

An MCP server for Apache Airflow

io.github.Couchbase-Ecosystem

Couchbase Model Context Protocol Server to interact with Couchbase clusters

io.github.couchbase

Couchbase Model Context Protocol Server to interact with Couchbase clusters

io.github.n24q02m

Markdown-first MCP server for Notion API with 9 composite tools and 39+ actions.

io.github.codegraph-ai

Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.

io.github.srmorete

Control iOS and Android devices with multi-device and seamless Native/WebView support.

io.github.gateio-dev

Public Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.

io.github.alphaonedev

Persistent memory for any AI — zero token cost until recall

io.github.mustafacagri

🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standards. 🛡️ Quality Gate ✨

io.github.Cifero74

Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

io.github.qwe4559999

A Model Context Protocol server for the Elsevier Scopus API

io.github.S2thend

MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history

io.github.religa

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

io.github.f

Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.

io.github.cyanheads

Store, query, and create YAML workflow playbooks for LLM agents.

io.github.webdriverio

MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)

io.github.xmpuspus

Natural-language cloud architecture: deployable Terraform/Pulumi, cost, compliance control mapping.

io.github.pzalutski-pixel

63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

io.github.WenyuChiou

Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.

io.github.debridge-finance

deBridge MCP

io.github.klever-io

MCP server for Klever blockchain smart contract development.

io.github.pubnub

PubNub Model Context Protocol MCP Server for Cursor and Claude

io.github.InsForge

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

io.github.jakobwennberg

MCP server for Fortnox Swedish accounting API integration

io.github.variflight

VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.

io.github.MongLong0214

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

io.github.hcompai

Run and manage H Company's Computer-Use Agents from any MCP client.

io.github.linxule

Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualization.

io.github.0xzr

Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, and stats.

io.github.tosin2013

AI-powered MCP server for analyzing Architectural Decision Records (ADRs).

io.github.gokmengokhan

Search, cite, and read PDFs from your EndNote library in Claude Desktop

io.github.pixelx-jp

PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents.

io.github.mguozhen

Amazon review intelligence via Shulex OpenAPI. 10 marketplaces, verified-purchase & Vine signals.

io.github.counterpoint-studio

Inspect local audio files — playback, metadata, loudness, spectrogram.

io.github.kiki830621

macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud/Google/Exchange.

io.github.verygoodplugins

Evernote note management with OAuth and ENML conversion

io.github.nirholas

Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser

io.github.agentkitai

Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.

io.github.quantamixsol

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

io.github.BentleySystems

MCP server for Bentley STAAD.Pro via the OpenSTAAD API

io.github.mhajder

MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

io.github.floomhq

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

io.github.spranab

Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard

io.github.aahl

MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk

io.github.DavidFuchs

A Model Context Protocol (MCP) server for Uptime Kuma version 2.

io.github.userFRM

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

io.github.thechandanbhagat

Forge powerful, ATS-friendly CVs tailored to any job - an MCP server for intelligent CV generation

io.github.jmrplens

Manage GitLab projects, issues, merge requests, pipelines, repositories, and admin workflows.

io.github.AceDataCloud

MCP server for Suno AI music generation, lyrics, and covers

io.github.anzy-renlab-ai

How engineers actually pronounce developer jargon — 1,650+ sourced entries (kubectl, nginx, GIF).

io.github.bakhtiersizhaev

Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions

io.github.chrisgleissner

MCP server for Commodore 64 Ultimate hardware and VICE emulator control.

io.github.Qiskit

MCP server for the Qiskit Code Assistant intelligent code completion

io.github.Vishisht16

AI safety middleware — detects self-harm and criminal intent in LLM prompts.

io.github.Automations-Project

Manage Airtable bases: schema, field CRUD, views, formula validation, extensions

io.github.Fannon

Generate, randomize, explain, and manage u-he synthesizer presets via the Model Context Protocol.

io.github.mishrasanjeev

OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.

io.github.gambletan

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

io.github.VikrantSingh01

Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.

io.github.ONLYOFFICE

A room-based collaborative platform

io.github.jongalloway

AI assistant access to .NET SDK for projects, packages, building, testing, and development tools.

io.github.jtalk22

Slack MCP for self-host or managed Cloud, with Gemini CLI and secure-default HTTP.

io.github.pixell-global

Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.

io.github.akutishevsky

MCP server for Withings health data — sleep, activity, heart, and body metrics.

io.github.kuhumcst

DanNet - Danish WordNet with rich lexical relationships and SPARQL access.

io.github.verygoodplugins

Read-only research tools for Robinhood portfolio data

io.github.KSAklfszf921

Svenska Riksdagens och Regeringskansliets öppna data - 27 verktyg för politik, dokument och analys

io.github.himorishige

Unified MCP Hub for managing multiple Model Context Protocol servers

io.github.nirholas

Convert any GitHub repo to MCP server - automatic tool generation API wrap

io.github.phasespace-labs

Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.

io.github.arvindand

JVM dependency intelligence for AI assistants via Maven Central

io.github.Delego-Dev

Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail.

io.github.EduBase

EduBase MCP server

io.github.thatsrajan

YouTube as a queryable database for AI agents. 41 tools, zero config.

io.github.taurgis

MCP server for Salesforce B2C Commerce Cloud development assistance

io.github.PhilflowIO

AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, field-agnostic.

io.github.es617

Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync.

io.github.apology-is-policy

Render LaTeX math as pure Unicode text art for terminals, code comments, and emails.

io.github.rsdouglas

Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.

io.github.houtini-ai

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

io.github.pzfreo

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

io.github.iowarp

MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding

io.github.LeandroPG19

Persistent memory MCP server. 25 tools, BM25+MMR+OOD retrieval, CFR-21 audit, knowledge graph.

io.github.uarlouski

Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.

io.github.prismatic-io

MCP server that wraps Prismatic's Prism CLI tool

io.github.cdnsteve

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

io.github.dweekly

Read-only access to Quicken For Mac financial data: transactions, spending, and portfolios.

io.github.kael-bit

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

io.github.huandu

MCP server for Feishu Markdown

io.github.verivus-oss

AST-based semantic code search - understands code structure and relationships across 37 languages.

io.github.nirholas

Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens

io.github.nirholas

Analyze repos of any size - security scanning code analysis monorepo support

io.github.n24q02m

MCP server for Godot Engine 4.x with 17 tools for scenes, scripts, and shaders.

io.github.jeff-nasseri

MCP server for the Revolut Business API: accounts, transactions, payments, FX, and more.

io.github.Daghis

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

io.github.weareconnectry

Free certification prep for the Claude Certified Architect exam by Connectry LABS

dev.sourced

Source code search for every package on PyPI and npm.

io.github.bruno-portfolio

Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.

io.github.dorukardahan

Fast domain availability checker with pricing comparison and AI-powered suggestions.

io.github.habedi

An MCP server for automatic license plate recognition

io.github.nirholas

Browser Solidity compiler IDE - smart contract development testing deploy

io.github.nirholas

AI agent discovers MCP servers from GitHub npm - analyzes APIs configs

io.github.IgorGanapolsky

Pre-action gates that block AI agents from repeating known mistakes.

io.github.inite-ai

Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.

io.github.codeofaxel

Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.

io.github.sshahzaiib

Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

io.github.littlebearapps

Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.

io.github.pzalutski-pixel

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

io.github.sethbang

MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)

io.github.olgasafonova

Control Miro whiteboards with AI. 77 tools for boards, diagrams, mindmaps.

io.github.MobileReality

MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

io.github.oozoofrog

Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

io.github.IgorGanapolsky

Pre-action gates that block AI agents from repeating known mistakes.

io.github.jmedure

Chat with your Ableton session in real-time.

io.github.littlebearapps

Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and settings via Graph API.

io.github.yellow-hammer

MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённым IPC.

io.github.Ansvar-Systems

Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 recitals, ISO 27001

io.github.aahl

MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器，为AI提供搜索影视播放地址的能力，并支持在小米等安卓电视/投影仪上直接播放

io.github.SardorbekR

MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

io.github.isdaniel

provides AI-powered PostgreSQL performance tuning capabilities.

io.github.NVIDIA

NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.

io.github.localstack

A LocalStack MCP Server providing essential tools for local cloud development & testing

io.github.n24q02m

IMAP/SMTP MCP server for Email with composite tools. Multi-account, auto-discovery.

io.github.AION-Analytics

Indian financial headlines to sector trading signals and long/short ideas.

io.github.AION-Analytics

Indian macro-event and sector impact intelligence for MCP workflows.

io.github.Sushegaad

ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and audit workflows.

io.github.kirkderp

Rust MCP server for binary analysis and reverse engineering.

io.github.msaad00

Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.

io.github.Abhigyan-Shekhar

Persistent graph-backed conversational memory for AI agents.

io.github.SeanFDZ

Control Classic Mac OS (System 7-9) from AI agents via shared folder protocol.

io.github.sgroy10

AI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.

io.github.kpanuragh

MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

io.github.mcpware

Record any browser page as GIF or video via MCP

io.github.nirholas

Validate Ethereum addresses, keys, checksums, keccak256 hashes, function selectors, ENS

io.github.RedHatInsights

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

io.github.FunplayAI

stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.

io.github.kirbah

YouTube MCP server for token-optimized, structured data using the YouTube Data API v3.

io.github.MarcelRoozekrans

Roslyn-based MCP server providing semantic code intelligence for .NET codebases.

io.github.rwestergren

MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting

io.github.M0Rf30

Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUILD via MCP.

io.github.Razee4315

Create, run, and analyze NetLogo agent-based models through natural conversation

io.github.aniongithub

Manage dev container environments via MCP (Docker, DevPod, Codespaces).

io.github.wrenchpilot

MCP server exposing 100+ IT tools and utilities for developers and system administrators.

io.github.goreleaser

GoReleaser MCP server

io.github.Swap-API

MCP server for SwapAPI - get executable token swap calldata for EVM chains

io.github.x51xxx

MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review

io.github.xt765

An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files

io.github.growthbook

MCP Server for interacting with GrowthBook

io.github.adityaarsharma

Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.

io.github.norrietaylor

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

io.github.jmcentire

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

io.github.kitao

MCP server for Pyxel, a retro game engine for Python

io.github.hhopke

Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.

io.github.xaviviro

15 Catalan portals: gov, Spanish stats, CORA research, Catalònica heritage (~2.2M items).

io.github.igmarin

Rails development skills, docs, and workflows exposed through MCP stdio.

io.github.dusk-network

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

io.github.Codeturion

Indexes your codebase's public API and serves it via compact MCP tool responses.

io.github.vitalio-sh

Give AI agents full read/write email access via Mozilla Thunderbird. Zero credentials.

io.github.VIKAS9793

Android engineering MCP server with verified documentation grounding and AI validation tools.

io.github.NeuZhou

Quantitative trading: quotes, backtesting, screening, and genetic algorithm strategy evolution.

io.github.RyanKramer

31 image tools: free local editing, AI background removal, and product photos

io.github.HeroSizy

MCP server for Cucumber Studio - test scenarios, action words, and execution data

io.github.yantrikos

Cognitive memory for AI agents — semantic memory, knowledge graph, and adaptive recall

io.github.codelipenghui

Headless Eclipse MAT MCP server for Java heap dump analysis

io.github.rigour-labs

Quality gates for AI agents. Lint, test, build checks with memory persistence.

io.github.mission69b

MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport

io.github.p-poss

Agents can now live code music for you, themselves, and each other while they work.

io.github.houtini-ai

AI search optimization analysis with actionable findings and gap analysis

io.github.dynatrace-oss

MCP server for Dynatrace Managed to access logs, events, and metrics.

io.github.PromptPartner

Swiss accounting integration for Bexio. 314 tools: invoices, contacts, projects, account balances

io.github.bekirdag

Fast per-repo documentation indexer and full-text search MCP server for codebases.

io.github.Perseus-Computing-LLC

Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

io.github.nicktcode

Swiss grocery search, promotions, and shopping plans across Migros, Coop, Aldi, Denner, Lidl.

io.github.oktopeak

Connect Claude to Clio with 15 tools for matters, contacts, tasks, billing, and more.

io.github.verygoodplugins

FreeScout ticket management with AI-powered analysis, search filters, and structured outputs.

io.github.ninihen1

Debug, build, and manage Power Automate cloud flows with AI agents

io.github.venomseven

DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks

io.github.mikusnuz

MCP server for App Store Connect & Google Play Console — iOS/Android app management

io.github.Bumblebiber

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

io.github.AdonaiVera

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

io.github.AgentPhone-AI

Give AI agents real phone numbers, messages, and voice calls via MCP.

io.github.mpalermiti

Microsoft Outlook personal accounts: mail, calendar, contacts, to-do, drafts (62 tools).

io.github.lennix1337

Read, edit, and analyze GeneXus 18 KB objects from Claude, Cursor, and AI agents.

io.github.d-khomenko

Your clipboard, but Claude can read it. Type-classified, secret-encrypted. macOS + Linux.

io.github.FlorianBruniaux

Symbol-level npm dependency analysis: scan verdicts, native alternatives, migration prompts.

io.github.stanfrbd

MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.

io.github.mkXultra

Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs

io.github.auroracapital

Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

io.github.abbacusgroup

Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.

io.github.delimit-ai

API governance for AI coding assistants. Breaking changes, policies, cross-model context.

io.github.delimit-ai

One workspace for every AI coding assistant. Shared tasks, memory, and governance.

io.github.sgx-labs

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

io.github.knewstimek

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

io.github.ZenRows

ZenRows MCP server — Universal Scraper API for AI coding assistants

io.github.UI5

MCP server for UI5 Web Components development assistance

io.github.jonradoff

AI-native CMS with 41 MCP tools for managing websites through natural language.

io.github.mitchhankins01

Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.

io.github.elsahafy

UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client

io.github.BalajSaleem

Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance.

io.github.MindscapeHQ

Investigate errors, track deployments, analyze performance, and manage application monitoring

io.github.context-foundry

Recursive Claude spawning for autonomous project builds with self-healing test loops

io.github.nickzren

Open Targets MCP server for targets, diseases, drugs, variants, and evidence

io.github.cmpxchg16

An MCP server that provides LinkedIn & Reddit data

io.github.OpenCageData

MCP server for OpenCage geocoding API

io.github.Flightradar24

MCP server providing access to the Flightradar24 API for real-time and historical flight data

io.github.cyanheads

Generate IDs, QR codes, and hashes, encode values, geolocate IPs, plus gated host diagnostics.

io.github.pvliesdonk

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

io.github.akutishevsky

Personal nutrition tracking — log meals, track macros, and review history through conversation.

io.github.grahammccain

Historical chart-pattern intelligence for AI agents. 25M+ embeddings, 19K+ symbols, 10y history.

io.github.wyre-technology

MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.

io.github.ariklapid

Compiler-backed read-only Verilog and SystemVerilog project analysis.

io.github.Tampermonkey

MCP server to manage your Tampermonkey scripts

io.github.geeks-accelerator

AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai

io.github.BrowseAI-HQ

Evidence-backed web research for AI agents with citations and confidence scores.

io.github.Agent360dk

Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and multi-session.

io.github.kaael1

Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

io.github.tadas-github

Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP client.

io.github.jghiringhelli

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

io.github.nirholas

MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bundles.

io.github.mcpware

Instagram MCP — 23 tools for Instagram Graph API: posts, DMs, stories, reels, analytics.

io.github.vikramgorla

Swiss open data MCP server. 76 tools, zero API keys. Transport, weather, geodata, news, rates.

io.github.SoundBlaster

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

io.github.CleanSlice

Architecture docs and patterns for NestJS + Nuxt full-stack apps

io.github.instagitai

MCP server for Instagit — AI-powered Git repository analysis for coding agents

io.github.CakeRepository

MCP server for 1Password service accounts — tools and resources for vaults and credentials

io.github.johnmci

MCP server for AI interaction with live Smalltalk images

io.github.akougkas

ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

io.github.ethanolivertroy

Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.

io.github.cardmagic

Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server

io.github.verygoodplugins

MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions

io.github.neverinfamous

Developer journal with knowledge graphs, relationships, Git context, and semantic search

io.github.oomkapwn

Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.

io.github.Wolfe-Jam

Persistent project context for xAI Grok. IANA-registered .faf format.

io.github.arturogarrido

Live 2026 World Cup scores, fixtures & standings for your AI agent. No keys. Unofficial fan project.

io.github.solomon2773

Operate your self-hosted Nora agent fleet from MCP clients.

io.github.Krv-Labs

Structural code-quality tools for AI coding agents.

io.github.davidmosiah

Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents