Top MCP Servers Projects

Top MCP servers for Claude Code, AI agents, and developer workflows. Model Context Protocol tools gaining real traction on GitHub.

RightNow-AI/ openfang
100%

Empower agents to autonomously build graphs, monitor targets, and generate leads on autopilot.

Rust 7980 834 6d
Panniantong/ Agent-Reach
100%

Your AI agent sprouts eyes and raids the entire web.

Python 3552 286 6d
antonpk1/ excalidraw-mcp-app
100%

streams hand-drawn diagrams with sly, smooth pan-zoom magic.

TypeScript 2854 205 26d
mksglu/ claude-context-mode
100%

Tames Claude's massive tool outputs into summaries that keep full context.

JavaScript 1505 62 7d
ForLoopCodes/ contextplus
100%

This replaces manual code searches with a hierarchical feature graph.

TypeScript 1095 68 3d
llmsresearch/ paperbanana
100%

it prettifies ai papers, no art degree needed.

Python 1029 146 26d
lukehinds/ nono
100%

kernels leash rogue ai agents permanently.

Rust 679 53 30d
Gentleman-Programming/ engram
100%

Someone built persistent memory that keeps AI coders from forgetting.

Go 603 47 14d
SixHq/ Overture
100%

Visualize and approve AI plans as interactive graphs before code hits your repo.

TypeScript 579 51 13d
quoroom-ai/ room
100%

It turns solo AI agents into a self-funding swarm you can audit.

TypeScript 544 16 11d
harshkedia177/ axon
100%

Your codebase graphs up, letting AI query it without the usual headaches.

Python 421 74 9d
daymonio/ daymon
100%

Someone rigged Claude to run tasks 24/7 with actual memory.

TypeScript 390 2 16d
chu2bard/ pinion-os
100%

Empower your AI agents to tap on-chain skills without payment hassles.

TypeScript 367 27 19d
Cranot/ roam-code
100%

AI agents grok your codebase like insiders after one index.

Python 354 29 21d
nextlevelbuilder/ goclaw
100%

It orchestrates AI agent teams across LLMs, but in one Go binary.

Go 334 98 8d
6551Team/ opentwitter-mcp
100%

Twitter data feeds your AI real-time influencer dirt, no strings.

Python 331 82 4d
tae0y/ real-estate-mcp
100%

Queries official Korean apartment prices via casual Claude chats.

Python 294 38 17d
GCWing/ BitFun
100%

Crank out cleaner code faster with AI handling your planning and debugging.

TypeScript 270 27 28d
jau123/ MeiGen-AI-Design-MCP
100%

Claude discovers its inner artist and pumps out designs offline.

TypeScript 263 22 23d
mnemox-ai/ idea-reality-mcp
100%

This replaces pre-coding guesswork with instant idea viability verdicts.

Python 229 18 6d
assafelovic/ skyll
100%

lets ai agents fetch skills just in time.

Python 214 20 30d
BoltzmannEntropy/ MimikaStudio
100%

clones voices so pdfs sound less robotic.

Dart 211 31 35d
erikdarlingdata/ PerformanceMonitor
100%

Spot SQL Server bottlenecks before they tank your app's speed.

C# 205 20 19d
vinkius-labs/ mcp-fusion
100%

Your MCP tools fold into one, banishing bloat and blunders.

TypeScript 198 14 18d
Doriandarko/ webmcp-starter
100%

AI agents handle full DoorDash flows, minus the tooling mess.

HTML 195 16 18d
cs50victor/ claude-code-teams-mcp
100%

Does Claude Code agent teams, but as a standalone MCP server.

Python 191 30 24d
mathiaschu/ meta-ads-analyzer-claude
100%

Does expert Meta ads diagnosis, but Claude-powered and free.

Shell 182 23 4d
Eronred/ aso-skills
100%

Optimizes app stores like a full-time marketer, via your AI agent.

Shell 180 10 3d
glommer/ codemogger
100%

Empower AI agents to semantically query your entire codebase locally in seconds.

TypeScript 173 12 6d
xvhuan/ xiaoi
100%

Xiao Ai turns CLI pings into your room's obedient town crier.

JavaScript 150 8 20d
glommer/ cachebro
100%

Someone built a file cache that stops AI agents from wasting tokens on reads.

TypeScript 150 13 17d
AVIDS2/ memorix
100%

AI coders ditch goldfish memory when switching tools on your project.

TypeScript 144 9 16d
ErlichLiu/ claude-agent-sdk-master
100%

progressively tames claude agent sdk's wild states.

TypeScript 141 10 31d
luckyPipewrench/ pipelock
100%

Your AI agents behave when strapped into leak-proof network reins.

Go 140 6 23d
postrv/ forgemax
100%

It does what scattered tool servers do, but in two local sandboxed ones.

Rust 124 6 7d
davekilleen/ Dex
100%

ai chief of staff, zero salary drama.

Python 121 41 35d
nj19257/ FastSkills
100%

Empower agents to discover and execute skills from any playbook instantly.

Python 104 19 7d
Toloka/ tendem-mcp
100%

ai hires human help to finish the job.

Python 103 4 32d
nxtg-ai/ forge-orchestrator
100%

Your AIs grow a tech lead and start collaborating seamlessly.

Rust 98 13 21d
yuque/ yuque-ecosystem
100%

Your Yuque notes hire an AI butler to handle the chaos.

TypeScript 88 8 13d
github/ copilot-plugins
100%

it arms copilot with plugins it craves.

82 13 40d
ascii766164696D/ log-mcp
100%

Your logs sprout smarts, whispering fixes in plain English.

Python 81 2 4d
elliot35/ deterministic-agent-control-protocol
100%

Tame AI agents with governance that's auditable and reversible.

TypeScript 81 6 23d
E-Conners-Lab/ NetworkOps_Platform
100%

Swap YAML hell for AI chats that fix your network.

Python 79 17 12d
Scofieldfree/ excalidraw-mcp
100%

AI agents now create and edit Excalidraw diagrams right from your local client.

TypeScript 75 4 25d
provos/ ironcurtain
100%

Secure AI agents with plain-English constitutions—no brittle code policies.

TypeScript 75 13 9d
Ataraxy-Labs/ weave
100%

Git quits whining about concurrent edits across branches.

Rust 72 4 24d
sinewaveai/ agent-security-scanner-mcp
100%

Secure AI coding agents to ship vuln-free code without second-guessing.

JavaScript 71 5 26d
llt22/ talkio
100%

This replaces solo AI chats with local-first multi-model group conversations.

TypeScript 71 9 8d
VincentKaufmann/ noapi-google-search-mcp
100%

Your local LLM can now search Google for real, no API key needed.

Python 69 17 20d

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