AI & LLM Tools MCP Servers
219 servers for ai & llm tools — ranked by real GitHub stars, refreshed continuously, never faked.
# MCP Server Stars
1 
GitHub github/github-mcp-server Integration with GitHub Issues, Pull Requests, and more. 32k ★ 2 
Pipedream pipedreamhq/pipedream Access hosted MCP servers or deploy your own for 2,500+ APIs like Slack, GitHub, Notion, Google Drive, and more, all with built-in 12k ★ 3 
Excalidraw excalidraw/excalidraw-mcp Generates hand-drawn style Excalidraw diagrams with streaming animations and interactive editing. 5k ★ 4 
WinDBG svnscha/mcp-windbg Windows crash dump analysis using WinDBG/CDB 1.4k ★ 5 
AutoTS winedarksea/autots Automated time series forecasting with dozens of models and genetic algorithm optimization 1.4k ★ 6 
Power BI Modeling microsoft/powerbi-modeling-mcp Power BI semantic model management: create measures, tables, relationships, and calculations via natural language. 955 ★ 7 
Idea Reality Check mnemox-ai/idea-reality-mcp Prevents redundant development by searching GitHub, Hacker News, npm, PyPI, and Product Hunt to assess project similarity and prov 759 ★ 8 
Just Prompt (Multi-LLM Provider) disler/just-prompt Unified interface for interacting with multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Olla 734 ★ 9 
Hex SSH levnikolaevich/claude-code-skills Deterministic layered code graph server with framework overlays and SCIP interop. 518 ★ 10 
Telemem teleai-uagi/telemem Long-term and multimodal memory for agents - character-aware, mem0-compatible, fully-local option. 474 ★ 11 
Strava r-huijts/strava-mcp Integrates with Strava's API to access and analyze fitness data, retrieve athlete profiles, activities, segments, routes, and club 455 ★ 12 
Flyto Core flytohub/flyto-core Secure execution engine for AI agents with 300+ modules. 445 ★ 13 
x64dbg wasdubya/x64dbgmcp Enables Claude to control x64dbg through natural language commands for dynamic analysis of software, supporting console commands, 434 ★ 14 
Entroly juyterman1000/entroly Local context-control plane for AI coding agents with token optimization, context receipts, and hallucination verification. 421 ★ 15 
UniProf indragiek/uniprof Universal CPU profiler for multiple languages and runtimes 407 ★ 16 
Traditional Chinese Text Linting sysprog21/zhtw-mcp Enforces Taiwan Ministry of Education standards for Traditional Chinese text, catching Mainland Chinese regional drift in vocabula 375 ★ 17 
Computer Use domdomegg/computer-use-mcp Control your computer with screenshots, mouse, and keyboard automation 328 ★ 18 
PMB AI oleksiijko/pmb Local-first persistent memory for AI coding agents. 300 ★ 19 
FileScope admica/filescopemcp Analyzes codebases to identify important files based on dependency relationships, providing structural understanding of projects w 298 ★ 20 
DashClaw ucsandman/dashclaw Official MCP server for DashClaw governance: guard, record, invoke, and discover capabilities. 284 ★ 21 
Charles Proxy heizaheiza/charles-mcp Integrates Charles Proxy with MCP clients for real-time network traffic inspection, structured analysis, and historical recording 277 ★ 22 
Linux Admin rhel-lightspeed/linux-mcp-server Performs read-only Linux system administration, diagnostics, and troubleshooting on RHEL-based systems via SSH. 260 ★ 23 
Cognitive Memory sachitrafa/yourmemory Ebbinghaus-based persistent memory with time decay and recall strengthening. 256 ★ 24 
Power BI MCP Engine maxanatsko/mcp-engine-public Natural language Power BI model interaction including DAX queries, measure creation, and relationship management. 252 ★ 25 
QVerisAI qverisai/qveris-agent-toolkit QVerisAI is a capability routing network that lets AI agents discover, inspect, and call ranked external data and tool APIs with u 242 ★ 26 
Stata sepinetam/mcp-for-stata Perform regression anlayses with Stata. 228 ★ 27 
Neural Memory nhadaututtheky/neural-memory Persistent memory for AI agents with 55 MCP tools and spreading activation recall. 223 ★ 28 
Plur plur-ai/plur Portable local-first memory for AI agents. 216 ★ 29 
Opik comet-ml/opik-mcp Interact and analyze your Opik enviroment including traces, telemetry and metrics with natural language. 212 ★ 30 
Ghost mfydev/ghost-mcp Interact with the Ghost CMS to control your blog through natural language. Manage posts, tags, users, members, and more with secur 206 ★ 31 
Chiasmus yogthos/chiasmus Formal verification via Z3 SMT solver and Tau Prolog with source code call graph analysis. 202 ★ 32 
UTCP Bridge universal-tool-calling-protocol/utcp-mcp UTCP-MCP Bridge is a universal, all-in-one MCP server that brings the full power of the Universal Tool Calling Protocol (UTCP) to 202 ★ 33 
PayPal Agent Toolkit paypal/agent-toolkit AI agent integration with PayPal services. 188 ★ 34 
Rubber Duck nesquikm/mcp-rubber-duck Bridge to multiple OpenAI-compatible LLMs with consensus voting and multi-provider querying 171 ★ 35 
Engram patdolitse/piia-engram Provides a persistent identity layer for AI tools with tools for user profiles, lessons, and decisions. 170 ★ 36 
LM Studio infinitimeless/lmstudio-mcp Bridges Claude with locally running LLM models via LM Studio, enabling users to leverage private models through Claude's interface 163 ★ 37 
ProjectMem riponcm/projectmem Local-first memory and judgment layer for AI coding agents with pre-commit warnings and cross-project lesson tracking. 153 ★ 38 
MIMO Image Recognition mriestac/mimo-image-recognition-mcp Image understanding via Xiaomi's MIMO multimodal model, supporting local paths, URLs, and multiple images. 141 ★ 39 
GitHub Repository Explorer puravparab/gitingest-mcp Extracts and provides GitHub repository information including summaries, directory structures, and file contents for seamless code 137 ★ 40 
ContextLattice sheawinkler/contextlattice Structured context management for LLMs with hierarchical organization and retrieval. 134 ★ 41 
Webflow webflow/mcp-server AI-powered design and management for Webflow sites via the Data API and Designer API. 133 ★ 42 
GitWand devlint/gitwand Native Git client with AI-powered merge conflict resolution, branch management, and commit analysis exposed as MCP tools. 117 ★ 43 
Power BI sulaiman013/powerbi-mcp Integrates with Power BI datasets through XMLA endpoints to enable natural language data analysis by automatically translating que 115 ★ 44 
Xueqiu (Chinese Stock Market) liqiongyu/xueqiu_mcp Integrates with Xueqiu (雪球) financial platform to provide real-time Chinese stock market data, company financials, and investor se 115 ★ 45 
Auth0 auth0/auth0-mcp-server Integrates with LLMs and AI agents, allowing you to perform various Auth0 management operations using natural language. For instan 111 ★ 46 
AAI Gateway gybob/aai-gateway Unified gateway for managing MCP servers and skill packages across AI agents with on-demand loading. 104 ★ 47 
CodeMCP nyxcore-systems/ckb Code intelligence with 80+ tools for navigation, impact analysis, and architecture mapping. 104 ★ 48 
OP.GG Gaming Data opgginc/opgg-mcp Connects AI to OP.GG's gaming data services for League of Legends, Teamfight Tactics, Valorant, and esports, providing access to c 95 ★ 49 
Ableton xiaolaa2/ableton-copilot-mcp AI assistant for Ableton Live music production. 89 ★ 50 
Cynical Sally w1ckedxt/cynical-sally Brutally honest code review with scores, real issues, and actionable fixes. 88 ★ 51 
Heroku heroku/heroku-mcp-server Facilitate seamless interaction between LLMs and the Heroku Platform. 80 ★ 52 
StackChan kisaragi-mochi/stackchan-mcp Control StackChan ESP32 robot via MCP with 12 tools for head movement, photos, touch sensors, and avatar expressions. 79 ★ 53 
VelesDB Memory cyberlife-coder/velesdb Offline agentic memory: remember, recall, relate, forget, and why over a fused vector, graph, and columnar engine. 75 ★ 54 
Coach Watts hdkiller/coach Remote MCP server for training, nutrition, wellness, and performance data with OAuth 2.0. 70 ★ 55 
GroundNG (QA for Cursor) groundng/vibeshift Automates web testing by putting the client in a feedback loop. Test recording, execution, and discovery with robust element ident 68 ★ 56 
YokAtlas saidsurucu/yokatlas-mcp Provides direct access to Turkish university and program data through YokAtlas API integration for informed higher education appli 68 ★ 57 
Cisco Modeling Labs xorrkaz/cml-mcp Automates Cisco Modeling Labs operations for network simulation and testing 63 ★ 58 
Skillful kurtisvg/skillful-mcp Go MCP middleware aggregating multiple downstream MCP servers into unified Skills for progressive tool disclosure. 62 ★ 59 
JSON Resume Enhancer jsonresume/mcp Enhances JSON Resumes with GitHub project information by analyzing codebases, fetching existing resumes, and intelligently updatin 61 ★ 60 
OpenInvest longsizhuo/openinvest Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting. 58 ★ 61 
WHOIS bharathvaj-ganesan/whois-mcp WHOIS domain lookups 58 ★ 62 
OCaml Development Tools tmattio/ocaml-mcp Integrates with OCaml's Dune build system and Merlin code intelligence to provide real-time build status monitoring and module sig 58 ★ 63 
DNS AID dns-aid/dns-aid-core Discover and publish AI agents via DNS using SVCB records per RFC 9460. 55 ★ 64 
Meme Generator (ImgFlip) haltakov/meme-mcp Enables meme generation through the ImgFlip API with a single tool that accepts template ID and text placeholder parameters for cr 54 ★ 65 
User Feedback mrexodia/user-feedback-mcp Enable a human-in-the-loop workflow in tools like Cline and Cursor. 53 ★ 66 
Unreal Engine Bridge uuuuzz/uebridgemcp Native C++ Unreal Engine 5.6+ plugin exposing the Unreal Editor to AI clients over Streamable HTTP. 52 ★ 67 
Cerebras Code cerebras/cerebras-code-mcp Fast code generation using Cerebras AI inference 51 ★ 68 
UEFN kirchuvakov/uefn-mcp-server Controls Unreal Editor for Fortnite from Claude Code with 28 tools for actors, assets, levels, viewport, and Python execution. 51 ★ 69 
arifOS ariffazil/arifos Constitutional AI governance kernel that enforces 13 safety rules between language models and tools. 49 ★ 70 
A11y priyankark/a11y-mcp Perform accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Clin 48 ★ 71 
Stack-chan migratorywhale/stackchan-mcp Controls Stack-chan robots via AI with text-to-speech, camera, and servo management through M5Stack CoreS3. 47 ★ 72 
Maton maton-ai/agent-toolkit Integrate with Maton APIs through function calling. This protocol supports various apps and actions to interact with different Mat 45 ★ 73 
FreeLLMPool 0xzr/freellmpool Route AI requests across a pool of free LLM providers to maximize availability and minimize costs. 44 ★ 74 
AgentMap raymondchins/agentmap TS/JS-accurate repo map for coding agents: a ts-morph import/symbol graph with query tools. 44 ★ 75 
Git Courer blak0p/git-courer Full-featured Git MCP server with 17 tools, AST-based change classification, auto-backups, and structured JSON output for AI agent 43 ★ 76 
Mercury Mechanistic Interpretability norika1207-lab/mercury-mcp Exposes a database of internal observations from 23 large language models across 13 architecture families for mechanistic interpre 43 ★ 77 
NPCTerm alejandroqh/npcterm Headless in-memory terminal emulator for AI agents to spawn shells, run commands, and interact with TUI applications. 43 ★ 78 
Pushover ashiknesin/pushover-mcp Integrates with Pushover.net to enable sending push notifications to various devices for real-time alerts and updates 41 ★ 79 
BaseHub Forums basehub-ai/forums Ask any GitHub repository a question. Get source-backed answers. 41 ★ 80 
LangGraph Coding Team danmas0n/multi-agent-with-mcp Create coding agents to generate implementation options. 41 ★ 81 
Isaac Sim whats2000/isaacsim-mcp-server Control NVIDIA Isaac Sim robotics simulator through natural language with a comprehensive tool set. 40 ★ 82 
Volatility 3 Memory Forensics bornpresident/volatility-mcp-server Integrates the Volatility 3 memory forensics framework with Claude and other MCP-compatible LLMs. 39 ★ 83 
Apache APISIX api7/apisix-mcp Bridge LLMs with the APISIX Admin API to manage and analyze API gateway information. 38 ★ 84 
Trakt wwiens/trakt_mcpserver Bridge to the Trakt.tv API, allowing LLMs to access real-time entertainment data and personal Trakt viewing history. 38 ★ 85 
Tool Filter respawn-llc/tool-filter-mcp Proxy server that filters tools from upstream MCP servers using configurable regex patterns to control which tools are exposed to 36 ★ 86 
Dify yevanchen/difyapp_as_mcp_server Integrates Dify's AI application development platform with MCP-compatible tools and services, enabling seamless extension of Dify 35 ★ 87 
Claude Code kunihiros/claude-code-mcp Use Claude Code with less capable LLMs. 34 ★ 88 
Local Skills kdpa-llc/local-skills-mcp Universal MCP server for local filesystem skills with lazy loading and context-efficient discovery 33 ★ 89 
.Net Code Context willibrandon/netcontextserver Enables AI assistants to explore and understand .NET codebases. 32 ★ 90 
Ageniti ageniti/ageniti SDK that exposes React and TypeScript app actions as MCP tools without restructuring the application. 30 ★ 91 
Local MCP lanchuske/local-mcp-releases Native macOS app exposing 82 system-level tools via MCP for AI assistant integration. 30 ★ 92 
GitHub Repository ryan0204/github-repo-mcp Provides a bridge between AI and GitHub repositories, enabling access to repository contents for code analysis and reference durin 29 ★ 93 
Humane Proxy vishisht16/humane-proxy AI safety middleware that detects self-harm and criminal intent in LLM prompts. 29 ★ 94 
VibeRaven ohad6k/viberaven VibeRaven MCP for production-readiness checks and Launch Autopilot next actions 29 ★ 95 
GitHub to MCP Converter nirholas/github-to-mcp Convert any GitHub repository into an MCP server with automatic tool generation. 29 ★ 96 
Janee rsdouglas/janee Secure secrets proxy for AI agents. 29 ★ 97 
Interaction MCP danielzhao1990/interaction-mcp Enables high-frequency communication between users and AI tools through multiple interface options, providing option selection and 29 ★ 98 
MCPR pragmalabs-tech/mcpr Proxy layer for MCP apps providing tunnel, debug, deploy, and monitor capabilities through one endpoint. 29 ★ 99 
Engram RS kael-bit/engram-rs Hierarchical memory system for AI agents with three-layer architecture and decay promotion. 28 ★ 100 
DVMCP gzuuus/dvmcp Decentralizes computational tool discovery and execution by bridging Nostr's Data Vending Machine ecosystem, enabling distributed 28 ★
GitHub github/github-mcp-server Integration with GitHub Issues, Pull Requests, and more. 32k ★ 2 Pipedream pipedreamhq/pipedream Access hosted MCP servers or deploy your own for 2,500+ APIs like Slack, GitHub, Notion, Google Drive, and more, all with built-in 12k ★ 3 Excalidraw excalidraw/excalidraw-mcp Generates hand-drawn style Excalidraw diagrams with streaming animations and interactive editing. 5k ★ 4 WinDBG svnscha/mcp-windbg Windows crash dump analysis using WinDBG/CDB 1.4k ★ 5 AutoTS winedarksea/autots Automated time series forecasting with dozens of models and genetic algorithm optimization 1.4k ★ 6 Power BI Modeling microsoft/powerbi-modeling-mcp Power BI semantic model management: create measures, tables, relationships, and calculations via natural language. 955 ★ 7 Idea Reality Check mnemox-ai/idea-reality-mcp Prevents redundant development by searching GitHub, Hacker News, npm, PyPI, and Product Hunt to assess project similarity and prov 759 ★ 8 Just Prompt (Multi-LLM Provider) disler/just-prompt Unified interface for interacting with multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Olla 734 ★ 9 Hex SSH levnikolaevich/claude-code-skills Deterministic layered code graph server with framework overlays and SCIP interop. 518 ★ 10 Telemem teleai-uagi/telemem Long-term and multimodal memory for agents - character-aware, mem0-compatible, fully-local option. 474 ★ 11 Strava r-huijts/strava-mcp Integrates with Strava's API to access and analyze fitness data, retrieve athlete profiles, activities, segments, routes, and club 455 ★ 12 Flyto Core flytohub/flyto-core Secure execution engine for AI agents with 300+ modules. 445 ★ 13 x64dbg wasdubya/x64dbgmcp Enables Claude to control x64dbg through natural language commands for dynamic analysis of software, supporting console commands, 434 ★ 14 Entroly juyterman1000/entroly Local context-control plane for AI coding agents with token optimization, context receipts, and hallucination verification. 421 ★ 15 UniProf indragiek/uniprof Universal CPU profiler for multiple languages and runtimes 407 ★ 16 Traditional Chinese Text Linting sysprog21/zhtw-mcp Enforces Taiwan Ministry of Education standards for Traditional Chinese text, catching Mainland Chinese regional drift in vocabula 375 ★ 17 Computer Use domdomegg/computer-use-mcp Control your computer with screenshots, mouse, and keyboard automation 328 ★ 18 PMB AI oleksiijko/pmb Local-first persistent memory for AI coding agents. 300 ★ 19 FileScope admica/filescopemcp Analyzes codebases to identify important files based on dependency relationships, providing structural understanding of projects w 298 ★ 20 DashClaw ucsandman/dashclaw Official MCP server for DashClaw governance: guard, record, invoke, and discover capabilities. 284 ★ 21 Charles Proxy heizaheiza/charles-mcp Integrates Charles Proxy with MCP clients for real-time network traffic inspection, structured analysis, and historical recording 277 ★ 22 Linux Admin rhel-lightspeed/linux-mcp-server Performs read-only Linux system administration, diagnostics, and troubleshooting on RHEL-based systems via SSH. 260 ★ 23 Cognitive Memory sachitrafa/yourmemory Ebbinghaus-based persistent memory with time decay and recall strengthening. 256 ★ 24 Power BI MCP Engine maxanatsko/mcp-engine-public Natural language Power BI model interaction including DAX queries, measure creation, and relationship management. 252 ★ 25 QVerisAI qverisai/qveris-agent-toolkit QVerisAI is a capability routing network that lets AI agents discover, inspect, and call ranked external data and tool APIs with u 242 ★ 26 Stata sepinetam/mcp-for-stata Perform regression anlayses with Stata. 228 ★ 27 Neural Memory nhadaututtheky/neural-memory Persistent memory for AI agents with 55 MCP tools and spreading activation recall. 223 ★ 28 Plur plur-ai/plur Portable local-first memory for AI agents. 216 ★ 29 Opik comet-ml/opik-mcp Interact and analyze your Opik enviroment including traces, telemetry and metrics with natural language. 212 ★ 30 Ghost mfydev/ghost-mcp Interact with the Ghost CMS to control your blog through natural language. Manage posts, tags, users, members, and more with secur 206 ★ 31 Chiasmus yogthos/chiasmus Formal verification via Z3 SMT solver and Tau Prolog with source code call graph analysis. 202 ★ 32 UTCP Bridge universal-tool-calling-protocol/utcp-mcp UTCP-MCP Bridge is a universal, all-in-one MCP server that brings the full power of the Universal Tool Calling Protocol (UTCP) to 202 ★ 33 PayPal Agent Toolkit paypal/agent-toolkit AI agent integration with PayPal services. 188 ★ 34 Rubber Duck nesquikm/mcp-rubber-duck Bridge to multiple OpenAI-compatible LLMs with consensus voting and multi-provider querying 171 ★ 35 Engram patdolitse/piia-engram Provides a persistent identity layer for AI tools with tools for user profiles, lessons, and decisions. 170 ★ 36 LM Studio infinitimeless/lmstudio-mcp Bridges Claude with locally running LLM models via LM Studio, enabling users to leverage private models through Claude's interface 163 ★ 37 ProjectMem riponcm/projectmem Local-first memory and judgment layer for AI coding agents with pre-commit warnings and cross-project lesson tracking. 153 ★ 38 MIMO Image Recognition mriestac/mimo-image-recognition-mcp Image understanding via Xiaomi's MIMO multimodal model, supporting local paths, URLs, and multiple images. 141 ★ 39 GitHub Repository Explorer puravparab/gitingest-mcp Extracts and provides GitHub repository information including summaries, directory structures, and file contents for seamless code 137 ★ 40 ContextLattice sheawinkler/contextlattice Structured context management for LLMs with hierarchical organization and retrieval. 134 ★ 41 Webflow webflow/mcp-server AI-powered design and management for Webflow sites via the Data API and Designer API. 133 ★ 42 GitWand devlint/gitwand Native Git client with AI-powered merge conflict resolution, branch management, and commit analysis exposed as MCP tools. 117 ★ 43 Power BI sulaiman013/powerbi-mcp Integrates with Power BI datasets through XMLA endpoints to enable natural language data analysis by automatically translating que 115 ★ 44 Xueqiu (Chinese Stock Market) liqiongyu/xueqiu_mcp Integrates with Xueqiu (雪球) financial platform to provide real-time Chinese stock market data, company financials, and investor se 115 ★ 45 Auth0 auth0/auth0-mcp-server Integrates with LLMs and AI agents, allowing you to perform various Auth0 management operations using natural language. For instan 111 ★ 46 AAI Gateway gybob/aai-gateway Unified gateway for managing MCP servers and skill packages across AI agents with on-demand loading. 104 ★ 47 CodeMCP nyxcore-systems/ckb Code intelligence with 80+ tools for navigation, impact analysis, and architecture mapping. 104 ★ 48 OP.GG Gaming Data opgginc/opgg-mcp Connects AI to OP.GG's gaming data services for League of Legends, Teamfight Tactics, Valorant, and esports, providing access to c 95 ★ 49 Ableton xiaolaa2/ableton-copilot-mcp AI assistant for Ableton Live music production. 89 ★ 50 Cynical Sally w1ckedxt/cynical-sally Brutally honest code review with scores, real issues, and actionable fixes. 88 ★ 51 Heroku heroku/heroku-mcp-server Facilitate seamless interaction between LLMs and the Heroku Platform. 80 ★ 52 StackChan kisaragi-mochi/stackchan-mcp Control StackChan ESP32 robot via MCP with 12 tools for head movement, photos, touch sensors, and avatar expressions. 79 ★ 53 VelesDB Memory cyberlife-coder/velesdb Offline agentic memory: remember, recall, relate, forget, and why over a fused vector, graph, and columnar engine. 75 ★ 54 Coach Watts hdkiller/coach Remote MCP server for training, nutrition, wellness, and performance data with OAuth 2.0. 70 ★ 55 GroundNG (QA for Cursor) groundng/vibeshift Automates web testing by putting the client in a feedback loop. Test recording, execution, and discovery with robust element ident 68 ★ 56 YokAtlas saidsurucu/yokatlas-mcp Provides direct access to Turkish university and program data through YokAtlas API integration for informed higher education appli 68 ★ 57 Cisco Modeling Labs xorrkaz/cml-mcp Automates Cisco Modeling Labs operations for network simulation and testing 63 ★ 58 Skillful kurtisvg/skillful-mcp Go MCP middleware aggregating multiple downstream MCP servers into unified Skills for progressive tool disclosure. 62 ★ 59 JSON Resume Enhancer jsonresume/mcp Enhances JSON Resumes with GitHub project information by analyzing codebases, fetching existing resumes, and intelligently updatin 61 ★ 60 OpenInvest longsizhuo/openinvest Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting. 58 ★ 61 WHOIS bharathvaj-ganesan/whois-mcp WHOIS domain lookups 58 ★ 62 OCaml Development Tools tmattio/ocaml-mcp Integrates with OCaml's Dune build system and Merlin code intelligence to provide real-time build status monitoring and module sig 58 ★ 63 DNS AID dns-aid/dns-aid-core Discover and publish AI agents via DNS using SVCB records per RFC 9460. 55 ★ 64 Meme Generator (ImgFlip) haltakov/meme-mcp Enables meme generation through the ImgFlip API with a single tool that accepts template ID and text placeholder parameters for cr 54 ★ 65 User Feedback mrexodia/user-feedback-mcp Enable a human-in-the-loop workflow in tools like Cline and Cursor. 53 ★ 66 Unreal Engine Bridge uuuuzz/uebridgemcp Native C++ Unreal Engine 5.6+ plugin exposing the Unreal Editor to AI clients over Streamable HTTP. 52 ★ 67 Cerebras Code cerebras/cerebras-code-mcp Fast code generation using Cerebras AI inference 51 ★ 68 UEFN kirchuvakov/uefn-mcp-server Controls Unreal Editor for Fortnite from Claude Code with 28 tools for actors, assets, levels, viewport, and Python execution. 51 ★ 69 arifOS ariffazil/arifos Constitutional AI governance kernel that enforces 13 safety rules between language models and tools. 49 ★ 70 A11y priyankark/a11y-mcp Perform accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Clin 48 ★ 71 Stack-chan migratorywhale/stackchan-mcp Controls Stack-chan robots via AI with text-to-speech, camera, and servo management through M5Stack CoreS3. 47 ★ 72 Maton maton-ai/agent-toolkit Integrate with Maton APIs through function calling. This protocol supports various apps and actions to interact with different Mat 45 ★ 73 FreeLLMPool 0xzr/freellmpool Route AI requests across a pool of free LLM providers to maximize availability and minimize costs. 44 ★ 74 AgentMap raymondchins/agentmap TS/JS-accurate repo map for coding agents: a ts-morph import/symbol graph with query tools. 44 ★ 75 Git Courer blak0p/git-courer Full-featured Git MCP server with 17 tools, AST-based change classification, auto-backups, and structured JSON output for AI agent 43 ★ 76 Mercury Mechanistic Interpretability norika1207-lab/mercury-mcp Exposes a database of internal observations from 23 large language models across 13 architecture families for mechanistic interpre 43 ★ 77 NPCTerm alejandroqh/npcterm Headless in-memory terminal emulator for AI agents to spawn shells, run commands, and interact with TUI applications. 43 ★ 78 Pushover ashiknesin/pushover-mcp Integrates with Pushover.net to enable sending push notifications to various devices for real-time alerts and updates 41 ★ 79 BaseHub Forums basehub-ai/forums Ask any GitHub repository a question. Get source-backed answers. 41 ★ 80 LangGraph Coding Team danmas0n/multi-agent-with-mcp Create coding agents to generate implementation options. 41 ★ 81 Isaac Sim whats2000/isaacsim-mcp-server Control NVIDIA Isaac Sim robotics simulator through natural language with a comprehensive tool set. 40 ★ 82 Volatility 3 Memory Forensics bornpresident/volatility-mcp-server Integrates the Volatility 3 memory forensics framework with Claude and other MCP-compatible LLMs. 39 ★ 83 Apache APISIX api7/apisix-mcp Bridge LLMs with the APISIX Admin API to manage and analyze API gateway information. 38 ★ 84 Trakt wwiens/trakt_mcpserver Bridge to the Trakt.tv API, allowing LLMs to access real-time entertainment data and personal Trakt viewing history. 38 ★ 85 Tool Filter respawn-llc/tool-filter-mcp Proxy server that filters tools from upstream MCP servers using configurable regex patterns to control which tools are exposed to 36 ★ 86 Dify yevanchen/difyapp_as_mcp_server Integrates Dify's AI application development platform with MCP-compatible tools and services, enabling seamless extension of Dify 35 ★ 87 Claude Code kunihiros/claude-code-mcp Use Claude Code with less capable LLMs. 34 ★ 88 Local Skills kdpa-llc/local-skills-mcp Universal MCP server for local filesystem skills with lazy loading and context-efficient discovery 33 ★ 89 .Net Code Context willibrandon/netcontextserver Enables AI assistants to explore and understand .NET codebases. 32 ★ 90 Ageniti ageniti/ageniti SDK that exposes React and TypeScript app actions as MCP tools without restructuring the application. 30 ★ 91 Local MCP lanchuske/local-mcp-releases Native macOS app exposing 82 system-level tools via MCP for AI assistant integration. 30 ★ 92 GitHub Repository ryan0204/github-repo-mcp Provides a bridge between AI and GitHub repositories, enabling access to repository contents for code analysis and reference durin 29 ★ 93 Humane Proxy vishisht16/humane-proxy AI safety middleware that detects self-harm and criminal intent in LLM prompts. 29 ★ 94 VibeRaven ohad6k/viberaven VibeRaven MCP for production-readiness checks and Launch Autopilot next actions 29 ★ 95 GitHub to MCP Converter nirholas/github-to-mcp Convert any GitHub repository into an MCP server with automatic tool generation. 29 ★ 96 Janee rsdouglas/janee Secure secrets proxy for AI agents. 29 ★ 97 Interaction MCP danielzhao1990/interaction-mcp Enables high-frequency communication between users and AI tools through multiple interface options, providing option selection and 29 ★ 98 MCPR pragmalabs-tech/mcpr Proxy layer for MCP apps providing tunnel, debug, deploy, and monitor capabilities through one endpoint. 29 ★ 99 Engram RS kael-bit/engram-rs Hierarchical memory system for AI agents with three-layer architecture and decay promotion. 28 ★ 100 DVMCP gzuuus/dvmcp Decentralizes computational tool discovery and execution by bridging Nostr's Data Vending Machine ecosystem, enabling distributed 28 ★ Showing the top 100 of 219 — browse and filter all mcp servers.
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Frequently asked questions
What are the best ai & llm tools servers for coding agents?
Ranked by GitHub stars, the current top ai & llm tools servers are: GitHub (32k ★), Pipedream (12k ★), Excalidraw (5k ★), WinDBG (1.4k ★), AutoTS (1.4k ★).
How do I install a ai & llm tools mcp server?
Add the server to your MCP client — for example: claude mcp add --transport http github-github-mcp-server https://api.githubcopilot.com/mcp/. Every MCP server page shows its exact install command.
How many ai & llm tools servers are listed here?
219 ai & llm tools servers are currently tracked, with metrics (stars, downloads, last-update dates) sourced from GitHub and package registries and refreshed continuously.