MCP Server Frameworks AI Agents
Frameworks, libraries, and toolkits for building, integrating, and deploying MCP (Model Context Protocol) servers that extend AI agent capabilities. Does NOT include standalone MCP servers for specific domains, curated tool collections, or agent orchestration platforms.
There are 298 mcp server frameworks agents tracked. 1 score above 70 (verified tier). The highest-rated is mims-harvard/ToolUniverse at 87/100 with 1,097 stars and 63,881 monthly downloads. 1 of the top 10 are actively maintained.
Get all 298 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=mcp-server-frameworks&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Agent | Score | Tier |
|---|---|---|---|
| 1 |
mims-harvard/ToolUniverse
Democratizing AI scientists with ToolUniverse |
|
Verified |
| 2 |
cryxnet/DeepMCPAgent
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by... |
|
Established |
| 3 |
dhyansraj/mcp-mesh
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe... |
|
Established |
| 4 |
namastexlabs/pgserve
Embedded PostgreSQL 18 server with true concurrent connections - zero... |
|
Established |
| 5 |
yutori-ai/yutori-mcp
Yutori MCP |
|
Established |
| 6 |
tiluckdave/hound-mcp
The dependency bloodhound for AI coding agents. Free, no API keys. |
|
Established |
| 7 |
datalayer/jupyter-ai-agents
🪐 🤖 AI Agents for JupyterLab with 🔧 MCP tools - Chat interface for optimized... |
|
Established |
| 8 |
raj8github/sqlsense
Safe, audited SQL for AI agents via MCP. |
|
Emerging |
| 9 |
usewombat/gateway
Resource-level permissions for MCP agents: rwxd on any resource, deny by default |
|
Emerging |
| 10 |
decodingai-magazine/enterprise-mcp-course
Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack... |
|
Emerging |
| 11 |
TingjiaInFuture/allbemcp
Turn your Python Code into MCP Tools Instantly |
|
Emerging |
| 12 |
opentiny/webmcp-sdk
A smart application development toolkit that instantly empowers your... |
|
Emerging |
| 13 |
light-merlin-dark/vssh
MCP-native SSH proxy for AI agents. CLI & MCP Server, plugin system, AI... |
|
Emerging |
| 14 |
CopilotKit/open-multi-agent-canvas
The open-source multi-agent chat interface that lets you manage multiple... |
|
Emerging |
| 15 |
levelsofself/mcp-nervous-system
The Nervous System - LLM Behavioral Enforcement Framework. Anthropic built... |
|
Emerging |
| 16 |
aiagenta2z/mcp-marketplace
Open MCP Marketplace Collection of MCP Servers , MCP Registry, Web... |
|
Emerging |
| 17 |
OEvortex/tgmcp
TGMCP is a Python package that implements the Model Context Protocol (MCP)... |
|
Emerging |
| 18 |
bitget-wallet-ai-lab/bitget-wallet-mcp
MCP server for Bitget Wallet DEX aggregator — token info, swap quotes,... |
|
Emerging |
| 19 |
nirholas/defi-agents
DeFi agent definitions JSON API + MCP - Production-ready agents for Web3,... |
|
Emerging |
| 20 |
vikrantwiz02/mcp-warden
High-performance security guardrails, PII redaction, and governance for... |
|
Emerging |
| 21 |
mrnajiboy/mr-magic-mcp-server
A magical lyric "source"rer for MCP or Standard JSON automation clients! |
|
Emerging |
| 22 |
GopherSecurity/gopher-mcp-python
Python bindings for Cross-Language MCP Orchestrator, think of LangChain +... |
|
Emerging |
| 23 |
ShunsukeHayashi/miyabi-mcp-bundle
Miyabi All-in-One MCP Server - 75+ tools for Claude Desktop & AI agents |
|
Emerging |
| 24 |
gunbun33/mcp-servers
Production-ready Model Context Protocol (MCP) servers in Python, Go, and... |
|
Emerging |
| 25 |
ShunsukeHayashi/MCP
MCP (Model Context Protocol) server implementations for AI agent integration |
|
Emerging |
| 26 |
sondt2709/ssh-mcp-py
Model Context Protocol tool for Virtual Machine Management over SSH |
|
Emerging |
| 27 |
ShunsukeHayashi/ppal-mcp-collection
PPAL MCP Server Collection - メンバー限定 |
|
Emerging |
| 28 |
serenorg/seren
Seren CLI & MCP |
|
Emerging |
| 29 |
WeMake-Labs/mcp
Our MCP servers enable Large Language Models to securely access enterprise... |
|
Emerging |
| 30 |
cass-clearly/remarq
Structured document annotations with REST API + MCP. Replace Google Docs... |
|
Emerging |
| 31 |
avsolatorio/data360-mcp
Model Context Protocol (MCP) server that gives LLM agents and chatbots... |
|
Emerging |
| 32 |
AnsonLai/docx-redline-mcp
An MCP server for inspecting and editing Microsoft .docx files with support... |
|
Emerging |
| 33 |
azharlabs/papert-code
Opensource AI agent engine | AI coding companion |
|
Emerging |
| 34 |
Dilipod/cellar
MCP for computer use — structured context and execution protocol for any... |
|
Emerging |
| 35 |
dappros/ethora-mcp-cli
Model Context Protocol server for Ethora: login, app & chat management, and... |
|
Emerging |
| 36 |
LissajousX/mcp_for_pcap
把 Wireshark/tshark 封装成结构化 MCP Tools：让智能体对 PCAP... |
|
Emerging |
| 37 |
bivex/kanboard-mcp
A Model Context Protocol (MCP) server written in Go that empowers AI agents... |
|
Emerging |
| 38 |
totonga/odsbox-jaquel-mcp
MCP server to work with odsbox to access ASAM ODS HTTP API. |
|
Emerging |
| 39 |
fast-gateway-protocol/browser
FGP daemon for browser automation via Chrome DevTools Protocol - 292x faster... |
|
Emerging |
| 40 |
Firstmeridian/llm-sql-safety-executor-mcp
A secure database access gateway for AI Agents: Empowering LLM (Agents) with... |
|
Emerging |
| 41 |
matheusbuniotto/go-google-mcp
Model Context Protocol (MCP) server for Google Workspace. Secure CRUD for... |
|
Emerging |
| 42 |
inkog-io/inkog-mcp
Inkog MCP Server — the pre-flight check for AI agents |
|
Emerging |
| 43 |
lukeslp/mcp-dreamwalker
DreamWalker MCP - Orchestration patterns, LLM providers, and data clients... |
|
Emerging |
| 44 |
syuaibsyuaib/ssyubix
MCP project for cross-device AI agent communication via Cloudflare Workers... |
|
Emerging |
| 45 |
lukeslp/geepers-mcp
DreamWalker MCP - Orchestration patterns, LLM providers, and data clients... |
|
Emerging |
| 46 |
scottymade/mana
Mana is an MCP server that saves 50-70% on AI coding API costs. It... |
|
Emerging |
| 47 |
fajarhide/omni
The Semantic Core for the Agentic AI can reduces 30–90% of token noise from... |
|
Emerging |
| 48 |
Shelpuk-AI-Technology-Consulting/lad_mcp_server
Lad MCP Server: Autonomous code & system design review for AI coding agents... |
|
Emerging |
| 49 |
charles-adedotun/Lilith-Shell
An MCP (Model Context Protocol) server that enables AI assistants to execute... |
|
Emerging |
| 50 |
Nocodeboy/youtube-mcp-server
Servidor MCP para interactuar con la API de YouTube desde asistentes de IA. |
|
Emerging |
| 51 |
mashh-lab/mcp-agent-proxy
An MCP server that exposes local and remote agents across different servers... |
|
Emerging |
| 52 |
Dexter-DAO/dexter-mcp
Dexter MCP server — 60+ Solana DeFi tools over HTTP and stdio |
|
Emerging |
| 53 |
pitlane-ai/pitlane
Race a baseline vs a skill or MCP on real tasks. Hard checks show if it got... |
|
Emerging |
| 54 |
Nagharjun17/MCP-Ollama-Client
Lightweight MCP client that uses a local Ollama LLM to query multiple MCP... |
|
Experimental |
| 55 |
AmeNetwork/Model-Smart-Contract-Protocol
A standard protocol that enables LLM applications to interact with... |
|
Experimental |
| 56 |
Denis-Chistyakov/Saltare
🚀 MCP Gateway with Semantic Routing — One API for all your MCP tools.... |
|
Experimental |
| 57 |
GetSherlog/Sherlog-MCP
MCP that combats tools overload |
|
Experimental |
| 58 |
InjectiveLabs/mcp-server
An MCP (Model Context Protocol) server that gives AI agents full trading... |
|
Experimental |
| 59 |
MCPWorks-Technologies-Inc/mcpworks-api
Open-source platform for token-efficient AI agents. Self-host with docker compose up. |
|
Experimental |
| 60 |
GopherSecurity/gopher-mcp-js
JS bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel... |
|
Experimental |
| 61 |
PeterCha90/mcp-lazy-load
MCP tools eating your context window? Lazy-load them on demand across all AI... |
|
Experimental |
| 62 |
mmmmuhib/beneat-mcp
On-chain risk enforcement and behavioral analytics for autonomous AI trading... |
|
Experimental |
| 63 |
atomicpages/mcp-skills
Better MCP skills |
|
Experimental |
| 64 |
JuanCS-Dev/vertice-cyber
MCP-native multi-agent cybersecurity platform with FastAPI bridge, Go TUI,... |
|
Experimental |
| 65 |
saikodi/hive-compute-mcp
Distributed compute MCP server — pool idle LAN machines into a compute... |
|
Experimental |
| 66 |
ManbotHQ/agent-vc-mcp
Agent-VC: A Fossil-powered MCP server that gives AI agents persistent... |
|
Experimental |
| 67 |
VictorGjn/modular-patchbay
Context engineering IDE for AI agents. Design knowledge pipelines, not just prompts. |
|
Experimental |
| 68 |
GodModeArch/psgc-mcp
MCP server for Philippine Standard Geographic Code (PSGC) data. Cloudflare... |
|
Experimental |
| 69 |
noblepayne/mcp-injector
HTTP shim for injecting MCP tools into OpenAI-compatible chat completions |
|
Experimental |
| 70 |
andrewlopez0167/specter-mcp
🔧 Enable AI agents to build, test, and debug Kotlin Multiplatform Mobile... |
|
Experimental |
| 71 |
temporal-cortex/core
Deterministic calendar computation for AI agents — multi-calendar... |
|
Experimental |
| 72 |
itcv-GmbH/cpp-mcp-sdk
The first fully MCP 2025-11-25 compliant C++ SDK - Build production-ready... |
|
Experimental |
| 73 |
feedoracle/mirofish-oracle-seeds
484 MCP tools as real-time data sources for MiroFish swarm intelligence simulations |
|
Experimental |
| 74 |
ark-forge/arkforge-mcp
Third-party cryptographic proof for AI agent API calls — ArkForge Trust... |
|
Experimental |
| 75 |
Codestz/mcpx
MCP servers as CLI tools — built for AI agents |
|
Experimental |
| 76 |
adamosk/MCPBridge-Landing-Page-Showcase
MCPBridge - Multi-IDE AI Collaboration Platform | Transform your development... |
|
Experimental |
| 77 |
DocuWriter-ai/mcp-client
A Model Context Protocol (MCP) client that enables AI assistants like... |
|
Experimental |
| 78 |
n-takatsu/mcp-rs
Rust implementation of the Model Context Protocol (MCP) for AI-agent... |
|
Experimental |
| 79 |
oso95/domain-suite-mcp
MCP with skills for your agent to do domain and DNS management across... |
|
Experimental |
| 80 |
juvan2540/mcp
Enforce consistent coding rules and governance across AI coding sessions... |
|
Experimental |
| 81 |
multiagentcognition/macp
Multi Agent Cognition Protocol -- real-time cognitive collaboration between AI agents |
|
Experimental |
| 82 |
airbytehq/fastmcp-extensions
Unofficial FastMCP extensions, created by Airbyte for the FastMCP and... |
|
Experimental |
| 83 |
mdesalvo/Morgana
Flexible, intent-driven, multi-agent conversational AI framework with MCP... |
|
Experimental |
| 84 |
igmagollo/suggestion-box
Feedback registry MCP for coding agents — captures friction, feature... |
|
Experimental |
| 85 |
Cyneric/aidrelay
Centralized MCP server config and AI coding rules manager for Windows. |
|
Experimental |
| 86 |
maxwellsantoro/dotrepo
Trust-aware metadata protocol for software repositories, with a Rust... |
|
Experimental |
| 87 |
lim-asdk/mcp_asdk_studio_v0_9
Desktop-first AI workspace for MCP setup, tool inspection, and vertical... |
|
Experimental |
| 88 |
M0th9n/ida-mcp-bridge
Minimal CLI companion for calling ida-pro-mcp over SSE from shell scripts,... |
|
Experimental |
| 89 |
yycyyv/M-Cube
M-Cube (M³) — Multi-thinking, Multimodal, Multi-verification Patent Drafting... |
|
Experimental |
| 90 |
project-nomos/nomos-slack-mcp
MCP server that lets AI agents read and write Slack as you — not as a bot.... |
|
Experimental |
| 91 |
data-ps-gmbh/Agent-Elno
Autonomous AI task processing Platform with VS Code integration via MCP. |
|
Experimental |
| 92 |
jehrhardt/mcpkg
Help your coding agent twig |
|
Experimental |
| 93 |
danilagoleen/mycelium
DAG-native multi-window command center for live agent orchestration (MCC from VETKA). |
|
Experimental |
| 94 |
provara-protocol/provara-mcp
MCP server — 10 tools, Ed25519 signing, deterministic state |
|
Experimental |
| 95 |
shenyuexin/mobile-e2e-mcp
AI-first mobile E2E MCP orchestration |
|
Experimental |
| 96 |
mplogas/mitmproxy-mcp
MCP server for network-level TLS interception and IoT security testing.... |
|
Experimental |
| 97 |
xDarkzx/Blender_MCP_PRO
simple blender MCP tool for agents to create 3d models in blender with... |
|
Experimental |
| 98 |
saluca-labs/tartarus-mcp
Tartarus MCP server — underworld-themed Model Context Protocol tools for AI agents |
|
Experimental |
| 99 |
Pyload901/doc2task
Convert your requirement docs or texts to tasks into your favorite planning... |
|
Experimental |
| 100 |
stunt-double/stuntdouble-mcp
MCP Service for Stunt Double |
|
Experimental |
| 101 |
mplogas/buspirate-mcp
MCP server for BusPirate 6 hardware security testing. Exposes UART, power... |
|
Experimental |
| 102 |
NextStat/zocli
CLI, MCP server, and MCP Apps for Zoho Mail, Zoho Calendar, and Zoho WorkDrive. |
|
Experimental |
| 103 |
vishnu2kmohan/mcp-server-langgraph
Agent Studio with Federated Single Sign-On and Fine-Grained Access Controls |
|
Experimental |
| 104 |
jamald33n/tweetsave-mcp
📝 Fetch Twitter/X content and convert it into blog posts using the MCP... |
|
Experimental |
| 105 |
paulirotta/ahma
Reliable and fast concurrent adapter turning command line and web tools into... |
|
Experimental |
| 106 |
Know-Kname/mcp-servers-and-agents
Your integrated AI/Agents/MCP environment: server definitions, tool... |
|
Experimental |
| 107 |
Turbo31150/jarvis-mcp-toolkit
JARVIS MCP Toolkit — 88+ handlers for autonomous AI agents | Multi-model... |
|
Experimental |
| 108 |
Awakehsh/awesome-agent-tools
Curated Skills, MCP servers, and tools for AI agents. |
|
Experimental |
| 109 |
mperdum/leanzero-mcp-doc-processor
This is a Model Context Protocol server that helps you work with PDF, DOCX,... |
|
Experimental |
| 110 |
OhJayGee/nanobanana2-mcpb
Nanobanana Image Studio — MCPB extension for Claude Desktop and Claude Cowork |
|
Experimental |
| 111 |
lobster-kit/lobsterkit-db
TypeScript SDK, MCP server, and skills for LobsterDB — instant PostgreSQL... |
|
Experimental |
| 112 |
unwind-mcp/ghostmode
See what your AI agent would do, without letting it do anything. Zero-config... |
|
Experimental |
| 113 |
ashlesh-experiments/googleCalendar-mcp
MCP server for Google Calendar integration, enabling Claude/LLMs to... |
|
Experimental |
| 114 |
dondetir/NeuralBridge_mcp
🧠 AI-native Android automation via MCP. Give Claude, GPT, Gemini or any AI... |
|
Experimental |
| 115 |
XAIN2011/mco
Manage cloud resources efficiently with MCO, a Python tool offering built-in... |
|
Experimental |
| 116 |
seeincodes/skyfi-mcp
Remote MCP server for SkyFi satellite imagery platform — search, price,... |
|
Experimental |
| 117 |
antonygold59/postgresql-mcp
🚀 Enable AI assistants to access PostgreSQL databases seamlessly with... |
|
Experimental |
| 118 |
GeObts/lido-mcp
Model Context Protocol server for AI-native Lido ETH staking - The Synthesis... |
|
Experimental |
| 119 |
RooJenkins/mcp-starter
Connect UPLO organizational knowledge to Claude Desktop, Claude Code,... |
|
Experimental |
| 120 |
ShunsukeHayashi/voicebox-mcp
MCP Server for VOICEVOX text-to-speech |
|
Experimental |
| 121 |
CondorCommodore/condor-eye
Give your AI agent eyes. Tauri 2 screen capture overlay with HTTP API and... |
|
Experimental |
| 122 |
yogesh895/gate-mcp
GATE MCP - The control plane for MCP. It sits between your AI agents and... |
|
Experimental |
| 123 |
sarat-asymmetrica/asymm-plugins
Mathematical superpowers for AI agents. 9 MCP tools backed by formally... |
|
Experimental |
| 124 |
sharozdawa/awesome-seo-mcp-servers
A curated list of MCP servers, agent skills, and AI-powered tools for SEO... |
|
Experimental |
| 125 |
ItsNishi/Mycelium
Structured, typed, cross-platform access to kernel-level OS information via... |
|
Experimental |
| 126 |
paulasilvatech/specky
Specky — The open-source MCP server for Spec-Driven Development (SDD). The... |
|
Experimental |
| 127 |
cognizonline/make-automation-toolkit
A professional Python SDK and reference guide for deploying, managing, and... |
|
Experimental |
| 128 |
mplogas/pm3-mcp
MCP server for Proxmark3 RFID/NFC tag identification and reading. Wraps the... |
|
Experimental |
| 129 |
Brunvelop/refract
One Python function → REST API, CLI, MCP tools for AI agents & Web UI. Zero... |
|
Experimental |
| 130 |
MCPWorks-Technologies-Inc/linkedin-pages-mcp
MCP server for LinkedIn Company Page management via the official Community... |
|
Experimental |
| 131 |
screenshotrun/screenshotrun-mcp
MCP server for ScreenshotRun Screenshot API — let AI agents capture website... |
|
Experimental |
| 132 |
OrelliusAI/orellius-eye
AI gets eyes into desktop apps — MCP server for visual perception of... |
|
Experimental |
| 133 |
Mr-Brownn/axiom-mcp
MCP server for AI agent observability, guardrails, branching, and execution control |
|
Experimental |
| 134 |
ATaylorAerospace/MCP-Agent-Accelerator
A flexible framework that helps AI agents to connect seamlessly with real... |
|
Experimental |
| 135 |
justinstimatze/gemot
Structured deliberation MCP server for AI agent coordination |
|
Experimental |
| 136 |
Yisak2468/PocketMCP
Turn your Android phone into a local MCP server for live data access,... |
|
Experimental |
| 137 |
lobster-kit/lobsterkit-vault
TypeScript SDK, MCP server, and skills for LobsterVault — encrypted secrets... |
|
Experimental |
| 138 |
nathaliaju/grammarly-mcp
🛠️ Automate AI detection and plagiarism scoring using Grammarly's web... |
|
Experimental |
| 139 |
doITmagic/trello-mcp-complete
A complete Model Context Protocol (MCP) server tailored to interact directly... |
|
Experimental |
| 140 |
up2itnow0822/webmcp-sdk
Full WebMCP developer toolkit — core, React, security, testing. Build... |
|
Experimental |
| 141 |
FlowMCP/flowmcp-cli
CLI for developing, validating, and managing FlowMCP API schemas — supports... |
|
Experimental |
| 142 |
Lichens-Innovation/ai-dev-tools
Artificial Intelligence tools for developers - Agent, Skills, MCP... |
|
Experimental |
| 143 |
vascokk/astrolabe-rs
MCP server for indexing and querying code repositories |
|
Experimental |
| 144 |
keny0322/visual-studio-mcp
🔧 Connect Visual Studio to AI assistants via MCP to automate building,... |
|
Experimental |
| 145 |
momomuchu/burp-wrapper
Python wrapper for Burp Suite MCP Server API — gives AI agents full access... |
|
Experimental |
| 146 |
stdiobus/workers-registry
Worker examples for stdio Bus kernel - a high-performance message routing... |
|
Experimental |
| 147 |
contactjccoaching-wq/daco-framework
Declarative Agent & MCP Orchestration — single MCP endpoint orchestrating... |
|
Experimental |
| 148 |
Rishab87/clawdpay-mcp
An MCP server that enables Claude to make purchases using Privacy.com virtual cards. |
|
Experimental |
| 149 |
brainfile/py
Python library for the Brainfile task coordination protocol |
|
Experimental |
| 150 |
nyem69/martol-client
Python agent wrapper for Martol — connects AI models to chat rooms via... |
|
Experimental |
| 151 |
lobster-kit/lobsterkit-mail
TypeScript SDK, MCP server, and skills for LobsterMail — disposable email... |
|
Experimental |
| 152 |
Open330/context-compress
MCP server and hook toolkit that compresses tool output to save context... |
|
Experimental |
| 153 |
cristianxruvalcaba-coder/tartarus-mcp
Tartarus MCP server — underworld-themed Model Context Protocol tools for AI agents |
|
Experimental |
| 154 |
TomasrRodrigues/lusostats-ai-mcp
Infraestrutura MCP para integração determinística de LLMs com dados... |
|
Experimental |
| 155 |
Lefeaker/aicoding-dual-pipeline
Local-first MCP for structured AI coding execution with... |
|
Experimental |
| 156 |
GGAART/equip
Manage MCP server configs and behavioral rules across AI coding platforms... |
|
Experimental |
| 157 |
iii-hq/iii-connect
iii worker that makes every registered function available to AI agents... |
|
Experimental |
| 158 |
RooJenkins/uplo-mcp-starter
Get UPLO organizational knowledge into your AI coding assistant in 5... |
|
Experimental |
| 159 |
CleverDonaldDuck/Java-Sentient-MCP
Giving AI Agents a Developer's Soul for Java. An MCP server that empowers... |
|
Experimental |
| 160 |
Presidio-Federal/batfish-mcp-container
MCP container that connects and uses Batfish for Network Analysis |
|
Experimental |
| 161 |
magland/neurosift-mcps
MCP servers for neurosift |
|
Experimental |
| 162 |
topemalheiro/Auto-Claude-MCP-Old
This cloned repo is where I developed Auto-Claude's own MCP: for maintaining... |
|
Experimental |
| 163 |
fast-gateway-protocol/github
FGP daemon for GitHub operations - part of the Fast Gateway Protocol ecosystem |
|
Experimental |
| 164 |
vkorost/java-swing-mcp
Embedded MCP server that gives AI agents structured access to Java Swing applications |
|
Experimental |
| 165 |
cpoder/wm-mcp-server
MCP server for managing webMethods Integration Server via pure HTTP API - 39... |
|
Experimental |
| 166 |
u9401066/automl-stat-mcp
AI-powered statistical analysis and AutoML platform using Model Context... |
|
Experimental |
| 167 |
trifle-io/trifle-cli
CLI for querying and pushing time-series metrics. Works with Trifle App API... |
|
Experimental |
| 168 |
islamkhattab/uWebMCP
uWebMCP: Bridge the gap between Umbraco 17 and AI. Automatically expose... |
|
Experimental |
| 169 |
Dicklesworthstone/tsap_mcp_server
MCP server for text search and code analysis: advanced pattern matching,... |
|
Experimental |
| 170 |
joshua-auchincloss/factsets
An MCP server that provides a local, persistent, self-maintaining knowledge... |
|
Experimental |
| 171 |
legann/repo-context-mcp
Structured & semantic repository context for AI agents over MCP |
|
Experimental |
| 172 |
zhongriqian/OPC_UA_LinkAI
Empowering OPC UA as the Model Context Protocol (MCP) for industrial... |
|
Experimental |
| 173 |
StevenJohnson998/Agorai
Where Minds Meet - Multi-agent AI Collaboration server - MCP + CLI — shared... |
|
Experimental |
| 174 |
YosefHayim/chrome-extension-api-reference-mcp
Chrome Extension API Reference MCP |
|
Experimental |
| 175 |
poly-mcp/PolyMCP-MCP-SDK-Apps
PolyMCP MCP SDK Apps is a toolkit for building UI applications connected to... |
|
Experimental |
| 176 |
darshan-pr/sql-mcp
A Model Context Protocol (MCP) server that provides MySQL database access... |
|
Experimental |
| 177 |
drewcrawford/exfiltrate
An embeddable MCP server for Rust |
|
Experimental |
| 178 |
5h1vmani/bodhi-mcp
Synthesized decision frameworks for AI agents. Enlightenment through curated... |
|
Experimental |
| 179 |
stdiobus/stdiobus
A deterministic C runtime providing transport-level routing for... |
|
Experimental |
| 180 |
rwachters/mcp-tutorials
Kotlin tutorials for Model Context Protocol (MCP), featuring a generic... |
|
Experimental |
| 181 |
markusvankempen/wxo-agent-mcp
Simple MCP (Model Context Protocol) server that invokes a single Watson... |
|
Experimental |
| 182 |
rollhub-dev/gambling-mcp
MCP server for AI gambling by Agent Casino (Rollhub) — provably fair dice... |
|
Experimental |
| 183 |
G0d2i11a/subcodex-mcp
MCP server for Claude Code to use OpenAI Codex as a subagent with stall... |
|
Experimental |
| 184 |
hegner123/devops
MCP tool for agentic SSH access to Linux VPS servers via persistent tunnels... |
|
Experimental |
| 185 |
arxohq/arxo
Public Arxo distribution — MCP server for Cursor & Claude, architecture... |
|
Experimental |
| 186 |
fast-gateway-protocol/cli
CLI for managing Fast Gateway Protocol daemons - the universal package... |
|
Experimental |
| 187 |
milyas2001/phantom-mcp-security
PHANTOM - Kernel-Level Rogue MCP Server Detection Engine |
|
Experimental |
| 188 |
MCPKI/mcpki-server
mcpki-server is the backend infrastructure for https://www.mcpki.org,... |
|
Experimental |
| 189 |
RoscoeTheDog/async-crud-mcp
File-locking async CRUD MCP server for concurrent AI agent access, built... |
|
Experimental |
| 190 |
host-uk/core-mcp
type:module lang:php,blade,js,css framework:laravel protocol:mcp | Model... |
|
Experimental |
| 191 |
h-aruga/Chronicle
Connecting Agent Experiences to LRS via xAPI and MCP. |
|
Experimental |
| 192 |
cezexPL/aps-mcp-security
APS-MCP: The first formal security standard for MCP (Model Context Protocol)... |
|
Experimental |
| 193 |
shepard-system/shepard-mcp-hub
Unified MCP tool access. The only way out. |
|
Experimental |
| 194 |
codesmirnov/simulacrum-mcp
The Physics Engine for LLM Thought. A comprehensive MCP toolkit for reality... |
|
Experimental |
| 195 |
MCC-H/mcc-h
MCC-H - let AI work like a human |
|
Experimental |
| 196 |
Data-with-rajan/UTCD
Universal Tool Capability Descriptor - An open standard for AI tool... |
|
Experimental |
| 197 |
padmarajnidagundi/Grafana-k6-performance-MCP-Server
Grafana k6 performance testing. One click installation. MCP, Agent, AI - Ready to use |
|
Experimental |
| 198 |
dev-muhammad/MCPAgent
A practical demonstration of AI Agent implementation with custom MCP server. |
|
Experimental |
| 199 |
guangxiangdebizi/URL2QR-MCP
A powerful MCP (Model Context Protocol) server that converts URLs into QR... |
|
Experimental |
| 200 |
jaredco-ai/weathertrax-mcp-agent-demo
🔌 A working n8n demo that uses OpenAI’s function-calling agent to call a... |
|
Experimental |
| 201 |
MauricioPerera/n8n-mcp-claude
MCP server for connecting n8n with Claude Desktop app - compose, deploy and... |
|
Experimental |
| 202 |
z1labs/mcp-core
Chain-agnostic protocol for verifiable AI context — commit model hashes,... |
|
Experimental |
| 203 |
ShogoAkiyama/mcp-agent-book
MCPで始めるAIエージェント構築 基本ガイド |
|
Experimental |
| 204 |
Dexter-DAO/dexter-agents
Flagship voice agent — OpenAI Realtime API + MCP tools + x402 micropayments |
|
Experimental |
| 205 |
abd3lraouf/specter-mcp
KMM Diagnostic & Execution Engine - MCP server for AI agents working with... |
|
Experimental |
| 206 |
ronakgh97/web-MCP
A Simple Web Search & Scrape Server, which uses selenium and playwright,... |
|
Experimental |
| 207 |
hoangndst/mcp-server-danchoicloud
MCP Server |
|
Experimental |
| 208 |
david-revell/google-calendar-mcp
AI agent using OpenAI Agents SDK with MCP tools to read, create, and update... |
|
Experimental |
| 209 |
FlowMCP/flowmcp-schemas
176+ curated API schemas for AI-driven access to Web3, finance, and public... |
|
Experimental |
| 210 |
DaniluxGz/mcp-sys
MCP server in Rust that gives Claude and any AI agent real-time visibility... |
|
Experimental |
| 211 |
mythrantic/mcp-client-chat
A multi-modal AI chat client with MCP (Model Context Protocol) tool integration. |
|
Experimental |
| 212 |
agentoverlay/guides
Agentic Governance Technology Guides. Public and Free To Use. |
|
Experimental |
| 213 |
bonnie-mapipa/esri_gis_mcp
A Model Context Protocol (MCP) server providing seamless access to eThekwini... |
|
Experimental |
| 214 |
NestorZuno/mcp-file-manager
Gestor de archivos inteligente basado en el protocolo MCP. Organiza... |
|
Experimental |
| 215 |
danielrosehill/Agent-Task-Repo-Pattern-With-MCP
Repo pattern/template for defined task handling by an LLM on a remote using MCP-SSH |
|
Experimental |
| 216 |
serenorg/serendb-coming-soon
Seren is Coming Soon! |
|
Experimental |
| 217 |
markswendsen-code/mcp-kayak
MCP server for Kayak - let AI agents search travel deals |
|
Experimental |
| 218 |
markswendsen-code/mcp-paypal
MCP server for PayPal - let AI agents send and receive money |
|
Experimental |
| 219 |
markswendsen-code/mcp-dominos
MCP server for Domino's Pizza - let AI agents order pizza |
|
Experimental |
| 220 |
markswendsen-code/mcp-mcdonalds
MCP server for McDonald's - let AI agents order fast food |
|
Experimental |
| 221 |
basst85/local-memory-mcp
Local Memory MCP Server for Coding Agents |
|
Experimental |
| 222 |
OthmaneAbder2303/mcp-client
MCP Agentic Client: A simple Python orchestrator to give AI agents "hands"... |
|
Experimental |
| 223 |
get-airlock/maverick-mcp
Every Goose needs its Maverick. Behavioral intelligence MCP server for AI agents. |
|
Experimental |
| 224 |
seesayearn-boop/loopuman-mcp
MCP Server & SDKs for Loopuman — The Human Layer for AI. Connect AI agents... |
|
Experimental |
| 225 |
armatrix/twitter-mcp
Lightweight Twitter MCP server for Claude Code. Read via twitterapi.io,... |
|
Experimental |
| 226 |
spinov001-art/mcp-market-research
MCP Market Research Server — express AI market research. 7 verified sources. /report. |
|
Experimental |
| 227 |
hakuramasam/kai-ai-mcp
AI Agent with Third-web mcp tools |
|
Experimental |
| 228 |
99rig/ai-capabilities-crawler
Crawler that discovers AI capabilities across the web — MCP, A2A, ChatGPT... |
|
Experimental |
| 229 |
AntonioBlago/visiblyai-mcp-server
MCP server for VisiblyAI SEO tools - keyword classifier, SEO checklists,... |
|
Experimental |
| 230 |
SatishoBananamoto/probe
MCP server security scanner — find plaintext secrets, injection... |
|
Experimental |
| 231 |
deftai/dashdash
Standardizes tool discovery and interaction for AI agents across Web, API,... |
|
Experimental |
| 232 |
visionik/dashdash
Standardizes tool discovery and interaction for AI agents across Web, API,... |
|
Experimental |
| 233 |
berkayildi/mcp-aws-cost-explorer
A Zero-Trust MCP server for AWS Cost Explorer |
|
Experimental |
| 234 |
hasna/monitor
System monitor for AI agents — watch multiple machines, detect problems,... |
|
Experimental |
| 235 |
kiki2555/demosmith-mcp
🎥 Record automated demos with video, screenshots, and AI narration using... |
|
Experimental |
| 236 |
Zzero-net/mcp.zzero.net
MCP integration docs — mcp.zzero.net |
|
Experimental |
| 237 |
AiAgentKarl/agntcy-mcp-server
MCP bridge for the AGNTCY multi-agent network — ACP messaging, SLIM... |
|
Experimental |
| 238 |
Vvijayaragupathy-uno/Typst-mcpserver
MCP server for generating academic posters using Typst. Connect Claude... |
|
Experimental |
| 239 |
jsfaulkner86/ehr-mcp
A framework-agnostic interoperability protocol for Multi-Agent Healthcare AI Systems. |
|
Experimental |
| 240 |
Cholponai02/Charles-mcp
Enable real-time access and structured analysis of Charles Proxy traffic for... |
|
Experimental |
| 241 |
Karthik61958/mcp-server-bluesky-py
🤖 Build an optimized Python server for the Bluesky social network, designed... |
|
Experimental |
| 242 |
EvoMap/gep-mcp-server
MCP Server for GEP (Genome Evolution Protocol) -- exposes evolution tools to... |
|
Experimental |
| 243 |
0xZee/finz-mcp
Financial data MCP server for Claude Desktop, Cursor, OpenClaw.. built with... |
|
Experimental |
| 244 |
pivoshenko/pivoshenko.ai
🧙♂️ pivoshenko's AI agents workspace for MCPs, skills and agents |
|
Experimental |
| 245 |
N1wan7ha/nexus-mcp-agent-system
A local multi-agent AI orchestration system powered by MCP and Ollama with... |
|
Experimental |
| 246 |
hugozanini/air-bird-booking-web-mcp
Architecting the Agent-Native Web with WebMCP. A deep dive into making... |
|
Experimental |
| 247 |
harveypitt/tod
Three-stage pipeline for generating MCP servers on demand. Built with Google... |
|
Experimental |
| 248 |
britus/MCPStudio_Releases
EoF MCP Studio Releases |
|
Experimental |
| 249 |
Wackodacko/agent-skills-mcp
🛠️ Implement skills for AI agents using a Model Context Protocol server that... |
|
Experimental |
| 250 |
MICH3444/mcp-ai-agents-template
🤖 Orchestrate multiple AI agents using the Model Context Protocol to... |
|
Experimental |
| 251 |
trevSmart/microscope-mcp-client
MiCroscoPe is a lightweight command-line client that enables exhaustive... |
|
Experimental |
| 252 |
avdo403/UnrealMCP
A powerful Model Context Protocol (MCP) plugin for Unreal Engine 5 # |
|
Experimental |
| 253 |
aiagenta2z/agent-mcp-deployment-templates
Bring Your AI Agent Live Resources! AI Agent MCP Skills Deployment Templates... |
|
Experimental |
| 254 |
KI7MT/adif-mcp-lotw
LoTW adapter for adif-mcp. Provides login, sync, and MCP tools for Logbook... |
|
Experimental |
| 255 |
viamus/mcp-azure-storage-account
MCP (Model Context Protocol) that provides structured access to Azure... |
|
Experimental |
| 256 |
vidnavigator/vidnavigator-mcp-starter
How to use vidnavigator MCP from Cursor / Claude Desktop |
|
Experimental |
| 257 |
jfikrat/mcp-gateway
Manage all your MCP servers through a single gateway. Auto-reactivation,... |
|
Experimental |
| 258 |
rnd-pro/terminal-x-mcp
Multi-agent terminal automation system with command planning, security... |
|
Experimental |
| 259 |
schlpbch/open-meteo-mcp-java
A MCP server providing weather, snow conditions, and air quality tools via... |
|
Experimental |
| 260 |
karmine05/fleet-mcp
🚀 An Model Context Protocol (MCP) server for Fleet. Query OSQuery data,... |
|
Experimental |
| 261 |
fast-gateway-protocol/neon
FGP daemon for Neon Postgres |
|
Experimental |
| 262 |
fast-gateway-protocol/fly
FGP daemon for Fly.io deployments |
|
Experimental |
| 263 |
2905harsh/project-planner-mcp
Project Planner MCP Server built with Cloudflare Workers and Durable Objects. |
|
Experimental |
| 264 |
Turtles-AI-Lab/msp-command-center
Multi-Agent AI Orchestration for MSP Ticket Automation - Coming Soon |
|
Experimental |
| 265 |
aaronmeis/image-mcp-generation
MCP Chart Agent is an AI-powered data visualization tool that generates... |
|
Experimental |
| 266 |
savinoo/agentbridge
Cross-IDE agent workflow orchestrator via MCP. Define workflows in YAML, let... |
|
Experimental |
| 267 |
Hovsteder/powersun-tron-mcp
TRON Energy & Bandwidth MCP Server + DEX Swap Aggregator for AI agents. 27... |
|
Experimental |
| 268 |
mohammadehtesham-mobin/spring-ai-agent-weather
Spring Boot MCP Client built with Spring AI that invokes a Weather MCP... |
|
Experimental |
| 269 |
dhcdht/aip
AI Agent 时代的 MDM。企业级基础设施平台，用于统一管理、安全分发并治理团队的 MCP 服务、Cursor 规则与 AI 技能。 |
|
Experimental |
| 270 |
BitsDiver/mcp-central-agent
A local agent that bridges private MCP servers (stdio processes, localhost... |
|
Experimental |
| 271 |
G0d2i11a/demosmith-mcp
MCP server for AI agents to record browser demos with animated cursor,... |
|
Experimental |
| 272 |
tethiro/mcp-claude-context-continuity
MCP server that maintains conversation context across Claude CLI calls |
|
Experimental |
| 273 |
AvinashBolleddula/scholar-ai
Production-grade AI research assistant built on Model Context Protocol (MCP)... |
|
Experimental |
| 274 |
felixfaruix/AI-Agent-MCP
An agentic AI system that uses the Model Context Protocol to expose external... |
|
Experimental |
| 275 |
certainly-param/hybrid-mcp-hub
Local-first AI agent that routes queries between Ollama (local) and Groq... |
|
Experimental |
| 276 |
fast-gateway-protocol/vercel
FGP daemon for Vercel deployments |
|
Experimental |
| 277 |
vibegpt/policycheck-extension
Chrome extension that injects check_seller_policy WebMCP tool into... |
|
Experimental |
| 278 |
ai-tech-community/challenge-build-mcp-tool
AIT Community Challenge: Build Your First MCP Tool |
|
Experimental |
| 279 |
byjit/cloudflare-mcp-server
an MCP servers as a service platform |
|
Experimental |
| 280 |
ortegarod/onchain-agent
MCP servers that give Claude on-chain capabilities - swaps, lending,... |
|
Experimental |
| 281 |
osamac2128/lobstermcp
MCP server that gives Claude Code agents instant access to OpenClaw... |
|
Experimental |
| 282 |
angrysky56/task-portal
MCP-Server tool use project concept for Claude and compatible AI. |
|
Experimental |
| 283 |
Dadiya-Harsh/mcp-server-suite
A customizable and extensible MCP (Model Context Protocol) servers designed... |
|
Experimental |
| 284 |
saxenanurag/strava-mcp
MCP server for Strava API - Connect AI agents to your athletic data.... |
|
Experimental |
| 285 |
fast-gateway-protocol/calendar
Fast Google Calendar daemon for FGP - universal package manager for AI agents |
|
Experimental |
| 286 |
henimbola/ebank-microservice-ai
AI Powered example of an ebank chatbot. Using ChatClient and MCP Tools. |
|
Experimental |
| 287 |
mohan-ganesh/mono_mcp_client_server_adk
Mono repository for MCP Client and Server using Google Agent ADK |
|
Experimental |
| 288 |
raj713335/MCP-Build-Rich-Context-AI-Apps-with-Anthropic
MCP: Build Rich-Context AI Apps with Anthropic (DeepLearning.AI) |
|
Experimental |
| 289 |
wmarceau/amazon-seller-mcp
Amazon Seller Central operations via SP-API - MCP server for Claude Desktop |
|
Experimental |
| 290 |
Burakfenerci5/Agentforce-MCP-Interoperability-Tools.
Mini code blocks and tools for Salesforce Agentforce and MCP... |
|
Experimental |
| 291 |
underautomation/UniversalRobots-MCP
POC for a Model Context Protocol (MCP) server for Universal Robots, enabling... |
|
Experimental |
| 292 |
shawnmcrowley/agent_mcp_automation
Agentic AI Workflows, MCP Servers, N8N Automations, 5 Layer Architecture,... |
|
Experimental |
| 293 |
ucmai/ucm.ai
API marketplace for AI agents — 100 services (web search, image gen, code... |
|
Experimental |
| 294 |
fast-gateway-protocol/imessage
FGP daemon for macOS iMessage - Fast messaging gateway with direct SQLite... |
|
Experimental |
| 295 |
Kush52662/manufact
POOM MCP app that turns product videos into interactive walkthroughs inside... |
|
Experimental |
| 296 |
ShoaibAh/Lingo-Bridge
An MCP-powered AI agent that breaks the language barrier for global... |
|
Experimental |
| 297 |
AI-Hub-Admin/omni-file-converter-mcp
Omni File Converter MCP help you convert pdf,docx,pptx and more files to... |
|
Experimental |
| 298 |
z1labs/mcp-mintable-agents
Transform Your AI Models into Tradeable Digital Assets. Mintable AI Agents... |
|
Experimental |