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 128 mcp server frameworks agents tracked. 1 score above 70 (verified tier). The highest-rated is mims-harvard/ToolUniverse at 79/100 with 1,097 stars. 1 of the top 10 are actively maintained.
Get all 128 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 |
datalayer/jupyter-ai-agents
🪐 🤖 AI Agents for JupyterLab with 🔧 MCP tools - Chat interface for optimized... |
|
Established |
| 4 |
dhyansraj/mcp-mesh
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe... |
|
Established |
| 5 |
decodingai-magazine/enterprise-mcp-course
Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack... |
|
Established |
| 6 |
opentiny/webmcp-sdk
A smart application development toolkit that instantly empowers your... |
|
Established |
| 7 |
raj8github/sqlsense
Safe, audited SQL for AI agents via MCP. |
|
Established |
| 8 |
CopilotKit/open-multi-agent-canvas
The open-source multi-agent chat interface that lets you manage multiple... |
|
Emerging |
| 9 |
yutori-ai/yutori-mcp
Yutori MCP |
|
Emerging |
| 10 |
namastexlabs/pgserve
Embedded PostgreSQL 18 server with true concurrent connections - zero... |
|
Emerging |
| 11 |
sondt2709/ssh-mcp-py
Model Context Protocol tool for Virtual Machine Management over SSH |
|
Emerging |
| 12 |
usewombat/gateway
Resource-level permissions for MCP agents: rwxd on any resource, deny by default |
|
Emerging |
| 13 |
nirholas/defi-agents
DeFi agent definitions JSON API + MCP - Production-ready agents for Web3,... |
|
Emerging |
| 14 |
bivex/kanboard-mcp
A Model Context Protocol (MCP) server written in Go that empowers AI agents... |
|
Emerging |
| 15 |
Firstmeridian/llm-sql-safety-executor-mcp
A secure database access gateway for AI Agents: Empowering LLM (Agents) with... |
|
Emerging |
| 16 |
totonga/odsbox-jaquel-mcp
MCP server to work with odsbox to access ASAM ODS HTTP API. |
|
Emerging |
| 17 |
bitget-wallet-ai-lab/bitget-wallet-mcp
MCP server for Bitget Wallet DEX aggregator — token info, swap quotes,... |
|
Emerging |
| 18 |
ShunsukeHayashi/MCP
MCP (Model Context Protocol) server implementations for AI agent integration |
|
Emerging |
| 19 |
Nocodeboy/youtube-mcp-server
Servidor MCP para interactuar con la API de YouTube desde asistentes de IA. |
|
Emerging |
| 20 |
azharlabs/papert-code
Opensource AI agent engine | AI coding companion |
|
Emerging |
| 21 |
avsolatorio/data360-mcp
Model Context Protocol (MCP) server that gives LLM agents and chatbots... |
|
Emerging |
| 22 |
fast-gateway-protocol/browser
FGP daemon for browser automation via Chrome DevTools Protocol - 292x faster... |
|
Emerging |
| 23 |
mashh-lab/mcp-agent-proxy
An MCP server that exposes local and remote agents across different servers... |
|
Emerging |
| 24 |
StevenJohnson998/Agorai
Where Minds Meet - Multi-agent AI Collaboration server - MCP + CLI — shared... |
|
Emerging |
| 25 |
igmagollo/suggestion-box
Feedback registry MCP for coding agents — captures friction, feature... |
|
Emerging |
| 26 |
Shelpuk-AI-Technology-Consulting/lad_mcp_server
Lad MCP Server: Autonomous code & system design review for AI coding agents... |
|
Emerging |
| 27 |
Nagharjun17/MCP-Ollama-Client
Lightweight MCP client that uses a local Ollama LLM to query multiple MCP... |
|
Emerging |
| 28 |
fajarhide/omni
The Semantic Core for the Agentic AI can reduces 30–90% of token noise from... |
|
Emerging |
| 29 |
GetSherlog/Sherlog-MCP
MCP that combats tools overload |
|
Emerging |
| 30 |
joshua-auchincloss/factsets
An MCP server that provides a local, persistent, self-maintaining knowledge... |
|
Emerging |
| 31 |
levelsofself/mcp-nervous-system
The Nervous System - LLM Behavioral Enforcement Framework. Anthropic built... |
|
Emerging |
| 32 |
Denis-Chistyakov/Saltare
🚀 MCP Gateway with Semantic Routing — One API for all your MCP tools.... |
|
Emerging |
| 33 |
MCPWorks-Technologies-Inc/mcpworks-api
Open-source platform for token-efficient AI agents. Self-host with docker compose up. |
|
Emerging |
| 34 |
DocuWriter-ai/mcp-client
A Model Context Protocol (MCP) client that enables AI assistants like... |
|
Emerging |
| 35 |
pitlane-ai/pitlane
Race a baseline vs a skill or MCP on real tasks. Hard checks show if it got... |
|
Experimental |
| 36 |
mdesalvo/Morgana
Flexible, intent-driven, multi-agent conversational AI framework with MCP... |
|
Experimental |
| 37 |
vishnu2kmohan/mcp-server-langgraph
Agent Studio with Federated Single Sign-On and Fine-Grained Access Controls |
|
Experimental |
| 38 |
jehrhardt/mcpkg
Help your coding agent twig |
|
Experimental |
| 39 |
GopherSecurity/gopher-mcp-js
JS bindings for Cross-Language MCP Orchestrator, think of LangChain + Vercel... |
|
Experimental |
| 40 |
Pyload901/doc2task
Convert your requirement docs or texts to tasks into your favorite planning... |
|
Experimental |
| 41 |
andrewlopez0167/specter-mcp
🔧 Enable AI agents to build, test, and debug Kotlin Multiplatform Mobile... |
|
Experimental |
| 42 |
saikodi/hive-compute-mcp
Distributed compute MCP server — pool idle LAN machines into a compute... |
|
Experimental |
| 43 |
ManbotHQ/agent-vc-mcp
Agent-VC: A Fossil-powered MCP server that gives AI agents persistent... |
|
Experimental |
| 44 |
VictorGjn/modular-patchbay
Context engineering IDE for AI agents. Design knowledge pipelines, not just prompts. |
|
Experimental |
| 45 |
Awakehsh/awesome-agent-tools
Curated Skills, MCP servers, and tools for AI agents. |
|
Experimental |
| 46 |
adamosk/MCPBridge-Landing-Page-Showcase
MCPBridge - Multi-IDE AI Collaboration Platform | Transform your development... |
|
Experimental |
| 47 |
jaredco-ai/weathertrax-mcp-agent-demo
🔌 A working n8n demo that uses OpenAI’s function-calling agent to call a... |
|
Experimental |
| 48 |
mmmmuhib/beneat-mcp
On-chain risk enforcement and behavioral analytics for autonomous AI trading... |
|
Experimental |
| 49 |
ark-forge/arkforge-mcp
Third-party cryptographic proof for AI agent API calls — ArkForge Trust... |
|
Experimental |
| 50 |
fast-gateway-protocol/github
FGP daemon for GitHub operations - part of the Fast Gateway Protocol ecosystem |
|
Experimental |
| 51 |
GodModeArch/psgc-mcp
MCP server for Philippine Standard Geographic Code (PSGC) data. Cloudflare... |
|
Experimental |
| 52 |
project-nomos/nomos-slack-mcp
MCP server that lets AI agents read and write Slack as you — not as a bot.... |
|
Experimental |
| 53 |
saluca-labs/tartarus-mcp
Tartarus MCP server — underworld-themed Model Context Protocol tools for AI agents |
|
Experimental |
| 54 |
temporal-cortex/core
Deterministic calendar computation for AI agents — multi-calendar... |
|
Experimental |
| 55 |
Turbo31150/jarvis-mcp-toolkit
JARVIS MCP Toolkit — 88+ handlers for autonomous AI agents | Multi-model... |
|
Experimental |
| 56 |
ashlesh-experiments/googleCalendar-mcp
MCP server for Google Calendar integration, enabling Claude/LLMs to... |
|
Experimental |
| 57 |
yycyyv/M-Cube
M-Cube (M³) — Multi-thinking, Multimodal, Multi-verification Patent Drafting... |
|
Experimental |
| 58 |
GGAART/equip
Manage MCP server configs and behavioral rules across AI coding platforms... |
|
Experimental |
| 59 |
iii-hq/iii-connect
iii worker that makes every registered function available to AI agents... |
|
Experimental |
| 60 |
danilagoleen/mycelium
DAG-native multi-window command center for live agent orchestration (MCC from VETKA). |
|
Experimental |
| 61 |
data-ps-gmbh/Agent-Elno
Autonomous AI task processing Platform with VS Code integration via MCP. |
|
Experimental |
| 62 |
u9401066/automl-stat-mcp
AI-powered statistical analysis and AutoML platform using Model Context... |
|
Experimental |
| 63 |
legann/repo-context-mcp
Structured & semantic repository context for AI agents over MCP |
|
Experimental |
| 64 |
xDarkzx/Blender_MCP_PRO
simple blender MCP tool for agents to create 3d models in blender with... |
|
Experimental |
| 65 |
CondorCommodore/condor-eye
Give your AI agent eyes. Tauri 2 screen capture overlay with HTTP API and... |
|
Experimental |
| 66 |
sarat-asymmetrica/asymm-plugins
Mathematical superpowers for AI agents. 9 MCP tools backed by formally... |
|
Experimental |
| 67 |
Brunvelop/refract
One Python function → REST API, CLI, MCP tools for AI agents & Web UI. Zero... |
|
Experimental |
| 68 |
OrelliusAI/orellius-eye
AI gets eyes into desktop apps — MCP server for visual perception of... |
|
Experimental |
| 69 |
paulirotta/ahma
Reliable and fast concurrent adapter turning command line and web tools into... |
|
Experimental |
| 70 |
cpoder/wm-mcp-server
MCP server for managing webMethods Integration Server via pure HTTP API - 39... |
|
Experimental |
| 71 |
unwind-mcp/ghostmode
See what your AI agent would do, without letting it do anything. Zero-config... |
|
Experimental |
| 72 |
Lichens-Innovation/ai-dev-tools
Artificial Intelligence tools for developers - Agent, Skills, MCP... |
|
Experimental |
| 73 |
G0d2i11a/subcodex-mcp
MCP server for Claude Code to use OpenAI Codex as a subagent with stall... |
|
Experimental |
| 74 |
MCC-H/mcc-h
MCC-H - let AI work like a human |
|
Experimental |
| 75 |
codesmirnov/simulacrum-mcp
The Physics Engine for LLM Thought. A comprehensive MCP toolkit for reality... |
|
Experimental |
| 76 |
dondetir/NeuralBridge_mcp
🧠 AI-native Android automation via MCP. Give Claude, GPT, Gemini or any AI... |
|
Experimental |
| 77 |
Data-with-rajan/UTCD
Universal Tool Capability Descriptor - An open standard for AI tool... |
|
Experimental |
| 78 |
h-aruga/Chronicle
Connecting Agent Experiences to LRS via xAPI and MCP. |
|
Experimental |
| 79 |
fast-gateway-protocol/cli
CLI for managing Fast Gateway Protocol daemons - the universal package... |
|
Experimental |
| 80 |
vascokk/astrolabe-rs
MCP server for indexing and querying code repositories |
|
Experimental |
| 81 |
cezexPL/aps-mcp-security
APS-MCP: The first formal security standard for MCP (Model Context Protocol)... |
|
Experimental |
| 82 |
momomuchu/burp-wrapper
Python wrapper for Burp Suite MCP Server API — gives AI agents full access... |
|
Experimental |
| 83 |
hegner123/devops
MCP tool for agentic SSH access to Linux VPS servers via persistent tunnels... |
|
Experimental |
| 84 |
padmarajnidagundi/Grafana-k6-performance-MCP-Server
Grafana k6 performance testing. One click installation. MCP, Agent, AI - Ready to use |
|
Experimental |
| 85 |
contactjccoaching-wq/daco-framework
Declarative Agent & MCP Orchestration — single MCP endpoint orchestrating... |
|
Experimental |
| 86 |
nathaliaju/grammarly-mcp
🛠️ Automate AI detection and plagiarism scoring using Grammarly's web... |
|
Experimental |
| 87 |
zhongriqian/OPC_UA_LinkAI
Empowering OPC UA as the Model Context Protocol (MCP) for industrial... |
|
Experimental |
| 88 |
brainfile/py
Python library for the Brainfile task coordination protocol |
|
Experimental |
| 89 |
nyem69/martol-client
Python agent wrapper for Martol — connects AI models to chat rooms via... |
|
Experimental |
| 90 |
Dexter-DAO/dexter-agents
Flagship voice agent — OpenAI Realtime API + MCP tools + x402 micropayments |
|
Experimental |
| 91 |
5h1vmani/bodhi-mcp
Synthesized decision frameworks for AI agents. Enlightenment through curated... |
|
Experimental |
| 92 |
vidnavigator/vidnavigator-mcp-starter
How to use vidnavigator MCP from Cursor / Claude Desktop |
|
Experimental |
| 93 |
deftai/dashdash
Standardizes tool discovery and interaction for AI agents across Web, API,... |
|
Experimental |
| 94 |
aiagenta2z/agent-mcp-deployment-templates
Bring Your AI Agent Live Resources! AI Agent MCP Skills Deployment Templates... |
|
Experimental |
| 95 |
david-revell/google-calendar-mcp
AI agent using OpenAI Agents SDK with MCP tools to read, create, and update... |
|
Experimental |
| 96 |
MauricioPerera/n8n-mcp-claude
MCP server for connecting n8n with Claude Desktop app - compose, deploy and... |
|
Experimental |
| 97 |
danielrosehill/Agent-Task-Repo-Pattern-With-MCP
Repo pattern/template for defined task handling by an LLM on a remote using MCP-SSH |
|
Experimental |
| 98 |
agentoverlay/guides
Agentic Governance Technology Guides. Public and Free To Use. |
|
Experimental |
| 99 |
hugozanini/air-bird-booking-web-mcp
Architecting the Agent-Native Web with WebMCP. A deep dive into making... |
|
Experimental |
| 100 |
z1labs/mcp-mintable-agents
Transform Your AI Models into Tradeable Digital Assets. Mintable AI Agents... |
|
Experimental |
| 101 |
visionik/dashdash
Standardizes tool discovery and interaction for AI agents across Web, API,... |
|
Experimental |
| 102 |
99rig/ai-capabilities-crawler
Crawler that discovers AI capabilities across the web — MCP, A2A, ChatGPT... |
|
Experimental |
| 103 |
hakuramasam/kai-ai-mcp
AI Agent with Third-web mcp tools |
|
Experimental |
| 104 |
armatrix/twitter-mcp
Lightweight Twitter MCP server for Claude Code. Read via twitterapi.io,... |
|
Experimental |
| 105 |
Kush52662/manufact
POOM MCP app that turns product videos into interactive walkthroughs inside... |
|
Experimental |
| 106 |
henimbola/ebank-microservice-ai
AI Powered example of an ebank chatbot. Using ChatClient and MCP Tools. |
|
Experimental |
| 107 |
savinoo/agentbridge
Cross-IDE agent workflow orchestrator via MCP. Define workflows in YAML, let... |
|
Experimental |
| 108 |
MICH3444/mcp-ai-agents-template
🤖 Orchestrate multiple AI agents using the Model Context Protocol to... |
|
Experimental |
| 109 |
certainly-param/hybrid-mcp-hub
Local-first AI agent that routes queries between Ollama (local) and Groq... |
|
Experimental |
| 110 |
serenorg/serendb-coming-soon
Seren is Coming Soon! |
|
Experimental |
| 111 |
Draichi/fusion-center
MCP-based OSINT intelligence platform with LangGraph AI agent. Implements... |
|
Experimental |
| 112 |
fast-gateway-protocol/imessage
FGP daemon for macOS iMessage - Fast messaging gateway with direct SQLite... |
|
Experimental |
| 113 |
raj713335/MCP-Build-Rich-Context-AI-Apps-with-Anthropic
MCP: Build Rich-Context AI Apps with Anthropic (DeepLearning.AI) |
|
Experimental |
| 114 |
fast-gateway-protocol/calendar
Fast Google Calendar daemon for FGP - universal package manager for AI agents |
|
Experimental |
| 115 |
fast-gateway-protocol/vercel
FGP daemon for Vercel deployments |
|
Experimental |
| 116 |
ortegarod/onchain-agent
MCP servers that give Claude on-chain capabilities - swaps, lending,... |
|
Experimental |
| 117 |
Dadiya-Harsh/mcp-server-suite
A customizable and extensible MCP (Model Context Protocol) servers designed... |
|
Experimental |
| 118 |
Burakfenerci5/Agentforce-MCP-Interoperability-Tools.
Mini code blocks and tools for Salesforce Agentforce and MCP... |
|
Experimental |
| 119 |
shawnmcrowley/agent_mcp_automation
Agentic AI Workflows, MCP Servers, N8N Automations, 5 Layer Architecture,... |
|
Experimental |
| 120 |
Wackodacko/agent-skills-mcp
🛠️ Implement skills for AI agents using a Model Context Protocol server that... |
|
Experimental |
| 121 |
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 |
| 122 |
Turtles-AI-Lab/msp-command-center
Multi-Agent AI Orchestration for MSP Ticket Automation - Coming Soon |
|
Experimental |
| 123 |
AvinashBolleddula/scholar-ai
Production-grade AI research assistant built on Model Context Protocol (MCP)... |
|
Experimental |
| 124 |
N1wan7ha/nexus-mcp-agent-system
A local multi-agent AI orchestration system powered by MCP and Ollama with... |
|
Experimental |
| 125 |
fast-gateway-protocol/fly
FGP daemon for Fly.io deployments |
|
Experimental |
| 126 |
fast-gateway-protocol/neon
FGP daemon for Neon Postgres |
|
Experimental |
| 127 |
pivoshenko/pivoshenko.ai
🧙♂️ pivoshenko's AI agents workspace for MCPs, skills and agents |
|
Experimental |
| 128 |
pararang/mengcp
Random tools coded while learning and exploring MCP (Model Context Protocol)... |
|
Experimental |