AI & LLM Tool MCP Servers
1,321 AI & LLM Tools MCP servers for Claude Code, recommended first
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Stars1
Authenticated Llm Agentmikerawsonnz/gosce-agentsJWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.0stars
Authenticated Llm Agentmikerawsonnz/gosce-agentsJWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.0stars2Llm Orchestration Agentmikerawsonnz/gosce-agentsRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith0stars
Llm Orchestration Agentmikerawsonnz/gosce-agentsRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith0stars3
Copilot Memory MCPlabforgedev/copilot-memory-mcpPersistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.1stars
Copilot Memory MCPlabforgedev/copilot-memory-mcpPersistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.1stars4Authenticated Multi Llm Agentmikerawsonnz/gosce-agentsGoogle-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f0stars
Authenticated Multi Llm Agentmikerawsonnz/gosce-agentsGoogle-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f0stars5
Vector Knowledge Graph Mcpcsoai-org/vector-knowledge-graph-mcpAI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node0stars
Vector Knowledge Graph Mcpcsoai-org/vector-knowledge-graph-mcpAI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node0stars6
Agent Memory Mcpxultrax-web/agent-memory-mcpMarkdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.0stars
Agent Memory Mcpxultrax-web/agent-memory-mcpMarkdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.0stars7
Agent Memoryxchucx/agent-memoryGit-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.15stars
Agent Memoryxchucx/agent-memoryGit-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.15stars8
Sequential Thinkingfradser/mcp-server-mas-sequential-thinkingAn advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.300stars
Sequential Thinkingfradser/mcp-server-mas-sequential-thinkingAn advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.300stars9
Aicastle School Openai Api Agent Projectaicastle-school/openai-api-agent-projectFetch current stock prices and key data for symbols across global markets. Look up companies like…11stars
Aicastle School Openai Api Agent Projectaicastle-school/openai-api-agent-projectFetch current stock prices and key data for symbols across global markets. Look up companies like…11stars10Aicastle School Openai Api Agent Project11aicastle-school/openai-api-agent-projectFetch the latest available stock quotes by ticker symbol across international markets. Check price…11stars
Aicastle School Openai Api Agent Project11aicastle-school/openai-api-agent-projectFetch the latest available stock quotes by ticker symbol across international markets. Check price…11stars11
Agent Memorymastadoonprime/agent-memoryPersistent, agent-owned memory with encrypted storage and shared knowledge commons.1stars
Agent Memorymastadoonprime/agent-memoryPersistent, agent-owned memory with encrypted storage and shared knowledge commons.1stars
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Mifactory Agent Memorymifactory-bot/agent-memory-apiPersistent memory for AI agents across Claude, ChatGPT and any MCP client.0stars
Mifactory Agent Memorymifactory-bot/agent-memory-apiPersistent memory for AI agents across Claude, ChatGPT and any MCP client.0stars14
Agent Revenue Copilotolddun/earn10-clawtasks-deliverablesMCP/x402 starter audit; payment-ready buyers call buy_now first.0stars
Agent Revenue Copilotolddun/earn10-clawtasks-deliverablesMCP/x402 starter audit; payment-ready buyers call buy_now first.0stars15
Agent Memory Mcpkira-autonoma/agent-memory-mcpAgent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.0stars
Agent Memory Mcpkira-autonoma/agent-memory-mcpAgent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.0stars16
Agentic Observability MCPmdfifty50-boop/agent-observability-mcpAgent tracing, cost tracking, anomaly detection for LLM agents0stars
Agentic Observability MCPmdfifty50-boop/agent-observability-mcpAgent tracing, cost tracking, anomaly detection for LLM agents0stars17
Crawl4AI RAGcoleam00/mcp-crawl4ai-ragProvides web crawling, RAG, and knowledge-graph capabilities for AI agents with a Supabase-backed vector store.2.2Kstars
Crawl4AI RAGcoleam00/mcp-crawl4ai-ragProvides web crawling, RAG, and knowledge-graph capabilities for AI agents with a Supabase-backed vector store.2.2Kstars18
Ask Geminilykhoyda/ask-llmBridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions19stars
Ask Geminilykhoyda/ask-llmBridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions19stars19
Langchain Mcpbaixianger/langchain-mcpLangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)5stars
Langchain Mcpbaixianger/langchain-mcpLangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)5stars20
Agent Immunedenial-web/agent-immuneAI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening0stars
Agent Immunedenial-web/agent-immuneAI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening0stars21Authenticated Mcp Agentmikerawsonnz/gosce-agentsJWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.0stars
Authenticated Mcp Agentmikerawsonnz/gosce-agentsJWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.0stars22Llm Observability Orchestrationmikerawsonnz/gosce-agentsRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith0stars
Llm Observability Orchestrationmikerawsonnz/gosce-agentsRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith0stars23Structured Output Agentmikerawsonnz/gosce-agentsTurn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte0stars
Structured Output Agentmikerawsonnz/gosce-agentsTurn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte0stars24
Agentic Researchtheaisingularity/agentic-research-engine-ossLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.0stars
Agentic Researchtheaisingularity/agentic-research-engine-ossLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.0stars25
Web3 Systemic Agentrafacoelho33/web3-systemic-agentWeb3 security & DAO auditor: free bytecode/honeypot/Snapshot tools + x402 Gemini LLM deep audit.0stars
Web3 Systemic Agentrafacoelho33/web3-systemic-agentWeb3 security & DAO auditor: free bytecode/honeypot/Snapshot tools + x402 Gemini LLM deep audit.0stars26
Sequential Thinkingspences10/mcp-sequentialthinking-tools🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at 583stars
Sequential Thinkingspences10/mcp-sequentialthinking-tools🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at 583stars27Ask Ollamalykhoyda/ask-llmBridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local19stars
Ask Ollamalykhoyda/ask-llmBridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local19stars28
Basic Memorybasicmachines-co/basic-memoryLocal-first knowledge management with bi-directional LLM sync via Markdown files.4.5Kstars
Basic Memorybasicmachines-co/basic-memoryLocal-first knowledge management with bi-directional LLM sync via Markdown files.4.5Kstars29
Agentrinadelph/agent-mcpAgent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The sys1.2Kstars
Agentrinadelph/agent-mcpAgent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The sys1.2Kstars30
Agent Security Scanner Mcpsinewaveai/agent-security-scanner-mcpSecurity layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.110stars
Agent Security Scanner Mcpsinewaveai/agent-security-scanner-mcpSecurity layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.110stars31
Awesome Agent Skillsshadowrootdev/awesome-agent-skills-mcpMCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.23stars
Awesome Agent Skillsshadowrootdev/awesome-agent-skills-mcpMCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.23stars32
Agent Knowledgekeshrath/agent-knowledgeCross-session memory for AI agents - knowledge graph, scoring, semantic search19stars
Agent Knowledgekeshrath/agent-knowledgeCross-session memory for AI agents - knowledge graph, scoring, semantic search19stars33
Neurodivergent Memoryjmeyer1980/neurodivergent-memoryPersistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.12stars
Neurodivergent Memoryjmeyer1980/neurodivergent-memoryPersistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.12stars34
LLM CLI Gatewayverivus-oss/llm-cli-gatewayOne MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.8stars
LLM CLI Gatewayverivus-oss/llm-cli-gatewayOne MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.8stars35
Meta Prompt Mcpkapillamba4/meta-prompt-mcpMCP server providing official Google and Anthropic prompting guides for meta-prompt generation.2stars
Meta Prompt Mcpkapillamba4/meta-prompt-mcpMCP server providing official Google and Anthropic prompting guides for meta-prompt generation.2stars36
Gemini Researchercapybearista/gemini-researcherStateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage0stars
Gemini Researchercapybearista/gemini-researcherStateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage0stars37
Gnosis Memorytekgnosis/gnosismemoryPersistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.0stars
Gnosis Memorytekgnosis/gnosismemoryPersistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.0stars38
Llm Wiki Mcpflsteven87/llm-wiki-mcpMCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.0stars
Llm Wiki Mcpflsteven87/llm-wiki-mcpMCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.0stars39
Agent Output Guardagenson-tools/agent-output-guard-mcpValidate and verify data from other agents before acting on it. Zero LLM costs.0stars
Agent Output Guardagenson-tools/agent-output-guard-mcpValidate and verify data from other agents before acting on it. Zero LLM costs.0stars40
Vector Search APIbr0ski777/vector-search-x402In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.0stars
Vector Search APIbr0ski777/vector-search-x402In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.0stars41
Agent Toolbelt Mcpmarras0914/agent-toolbelt19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.0stars
Agent Toolbelt Mcpmarras0914/agent-toolbelt19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.0stars42Agent Costcentermdfifty50-boop/agent-costcenter-mcpMulti-agent billing and cost allocation tracking0stars
Agent Costcentermdfifty50-boop/agent-costcenter-mcpMulti-agent billing and cost allocation tracking0stars43Traced Llm Proxymikerawsonnz/gosce-agentsProxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t0stars
Traced Llm Proxymikerawsonnz/gosce-agentsProxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t0stars44
agent-godmodemdvohra/agent-godmodeSandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.0stars
agent-godmodemdvohra/agent-godmodeSandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.0stars45
llm-oracleweiseer/llm-oracleUp-to-date LLM pricing + availability catalog with cited sources for AI agent routing.0stars
llm-oracleweiseer/llm-oracleUp-to-date LLM pricing + availability catalog with cited sources for AI agent routing.0stars46
Agent-Native Analyticsbuilderio/agent-nativeAgent-Native Amplitude/Mixpanel - connect data sources, prompt for charts7.6Kstars
Agent-Native Analyticsbuilderio/agent-nativeAgent-Native Amplitude/Mixpanel - connect data sources, prompt for charts7.6Kstars47Agent-Native Dispatchbuilderio/agent-nativeCentral Slack/Telegram router with jobs, memory, approvals, and A2A delegation7.6Kstars
Agent-Native Dispatchbuilderio/agent-nativeCentral Slack/Telegram router with jobs, memory, approvals, and A2A delegation7.6Kstars48
GPT Researcherassafelovic/gptr-mcpMCP server for enabling LLM applications to perform deep research via the MCP protocol346stars
GPT Researcherassafelovic/gptr-mcpMCP server for enabling LLM applications to perform deep research via the MCP protocol346starsQuestions
What are AI & LLM MCP servers?
These are MCP servers that provide AI-specific capabilities: connecting to LLM providers, managing vector stores for RAG, running embedding pipelines, and coordinating multi-agent workflows. They let Claude orchestrate other AI tools.
Can I use these to build RAG applications?
Yes, you'll find servers for vector databases (Pinecone, Weaviate, Chroma, Qdrant), embedding generation, and document chunking. Combine them to build full RAG pipelines that Claude can query.
All 1321 AI & LLM Tools MCP servers →