Category
AI & ML MCP Servers
43 AI & ML Model Context Protocol servers from the official registry.
Data from the official MCP registry · ranked by ★ GitHub stars.
mockserver
4.9kcom.mock-server
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
HTTPsvelte-llm-mcp
161garden.stanislav.svelte-llm
An MCP server that provides access to Svelte 5 and SvelteKit documentation
HTTPSanity
160io.sanity.www
Direct access to your Sanity projects (content, datasets, releases, schemas) and agent rules
HTTPhypertool-mcp
153ai.toolprint
Dynamically expose tools from proxied servers based on an Agent Persona
stdioagent-security-scanner-mcp
112io.github.sinewaveai
Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.
stdiodocs-mcp
108ac.tandem
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
HTTPcontinuum
70io.github.pouyahasanamreji
Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.
HTTPLocal FAISS MCP Server
31io.github.nonatofabio
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
stdioAgent News by The Agent Times
26com.theagenttimes
Verified, sourced, real-time intelligence layer for AI agents.
HTTPawesome-agent-skills
23io.github.shadowrootdev
MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.
stdioRAGScore
22io.github.HZYAI
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
stdiomemento
21com.runmemento
Local-first, LLM-agnostic memory layer for AI assistants.
stdiohush
18com.royashbrook
A secret store for AI agents: the agent never sees the plaintext.
HTTPPromptheus
17io.github.abhichandra21
AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)
stdioe18e
16dev.e18e
The official e18e MCP server keeping your agent in check from installing bloated dependencies.
stdioclude
15io.github.sebbsssss
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
stdioMCP Imagenate
15io.github.mimo-3
MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)
stdioask-llm
12io.github.Lykhoyda
Unified MCP server — auto-detects Gemini, Codex, Ollama, Antigravity; registers available tools
stdioMidas
12io.github.vornicx
Local-first, source-traceable agent memory — no LLM at ingest, fully offline
stdioaicastle-school-openai-api-agent-project11
11ai.smithery
Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
HTTPAgent Comms
9io.github.ExaDev
Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
stdioDataDoe MCP
9com.datadoe
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, Gemini, Copilot.
HTTPtoken-compressor
9io.github.base76-research-lab
Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.
stdioprotect-mcp
8com.scopeblind
Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error.
stdiouag
8io.form
The Universal Agent Gateway (UAG) enables in-process agentic automation using Form.io.
HTTPkernelcad
6com.kernelcad
Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE kernel.
stdionoteit-mcp
5io.github.bahfahh
MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.
HTTPClueso
4io.clueso
Make videos and docs with your AI agent — describe what you need, every output stays editable.
HTTPanimica
4io.github.animicaorg
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and mine ANM.
stdioimagine-mcp
4io.github.n24q02m
MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)
stdioTessera MCP Server
4io.tesseraai
MCP server for Tessera's LLM cost-optimization layer: anchored spend, drift, recommendations.
stdiopixel-surgeon
4io.github.j-east
AI image and video generation, editing, and region repair via Gemini, OpenAI, and Grok.
stdiostyx-mcp-server
4io.github.timmx7
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, and Mistral.
stdiockg-mcp
3io.github.Yarmoluk
Compressed Knowledge Graphs via MCP: 85 domains, 4x F1 of RAG, 11x fewer tokens, any LLM.
stdioTrentina
3io.github.crunchtools
Secure MCP gateway and quarantine for AI agent traffic — three-layer prompt injection defense
stdiollm-bus
3com.llm-bus
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, handoffs, tasks.
HTTPSaC — Software as Content
3ai.dynsoft
Give your AI agent the ability to respond with live, interactive apps that evolve.
stdioAIGEN — Open Bounty Protocol for AI Agents
3org.duckdns.cryptogenesis
Open bounty protocol for AI agents. 22 tools: token safety scans + paid missions. 0.5% fee.
HTTPmcp-server
3com.pentest-tools
MCP server for Pentest-Tools.com: run scans, manage findings and reports via your preffered LLM.
HTTPbvcc-agent-wallet
2com.blockventurechaincapital
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, approvals, swaps.
stdioZyrax Guard
2io.github.tiagosilva07
Audit AI agent configs for prompt injection & rogue MCP servers; vet packages
stdioinvinoveritas
2com.babyblueviper
On-chain & AI-agent verifier: verdict committed before the outcome graded against it; /ledger.
HTTPvision-squeezer
2io.github.eralpozcan
Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen
stdio