SG-Tree / GitHub Social Proof
sg-tree.eu / directory / mcp-server

MCP Servers (Model Context Protocol) Telemetry Index

Telemetry index of Model Context Protocol (MCP) servers: inspect GitHub star counts, fork ratios, Smithery/Glama readiness, and 250-star discovery floor gaps.

All ReposMCP ServersAI AgentsDevToolsInfra & SRECLI ToolsTypeScriptPythonRustGo
Indexed Open-Source Repositories (119)
ShellyDeng08/youtube-connector-mcp Python mcp-server -178 TO 250 FLOOR

MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.

72 | 6 (8.3%) | 72
andreisirbu91-lab/MCPSpend TypeScript mcp-server -179 TO 250 FLOOR

Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hosted

71 | 6 (8.5%) | 12
shanananana/deepticket Python mcp-server -181 TO 250 FLOOR

Self-hosted SRE orchestration layer for engineering teams unifying MCP, logs, config, and ITSM on-call workflows.

69 | 6 (8.7%) | 3
rrred0324/senior-analyst Python mcp-server -182 TO 250 FLOOR

Senior Analyst Skill 28 10 MCP / / API Key Council AI 7 + AI L1 <5 → L2 → L3

68 | 13 (19.1%) | 68
W313997791/mai-suanpan TypeScript mcp-server -184 TO 250 FLOOR

Model Context Protocol (MCP) server providing mai suanpan integration for AI coding assistants and LLM agents.

66 | 6 (9.1%) | 3
aytzey/showagent Go mcp-server -188 TO 250 FLOOR

Switch coding agents, bring the conversation. One picker for your local Claude Code, Codex, Gemini CLI, Antigravity, OpenCode, MiMoCode and Pi sessions: resume any of them, or hand the conversation to another agent as a native session. TUI, CLI and MCP.

62 | 8 (12.9%) | 62
xiaotonng/lc2mcp Python mcp-server -190 TO 250 FLOOR

Convert LangChain tools to FastMCP tools

60 | 16 (26.7%) | 12
Yuzu482/YHWH JavaScript mcp-server -196 TO 250 FLOOR

Kether-governed AI agent orchestration with Pi/MCP, isolated workers, LSP tools, and a portable Windows/WSL2 installer

54 | 5 (9.3%) | 3
Yukuiii/any-db-mcp TypeScript mcp-server -197 TO 250 FLOOR

any-db-mcp developer tool

53 | 8 (15.1%) | 6
OktoLabsAI/okto-pulse Python mcp-server -199 TO 250 FLOOR

Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP for AI coding agents.

51 | 5 (9.8%) | 51
yhyxzl/-mcd-chill Python mcp-server -203 TO 250 FLOOR

Model Context Protocol (MCP) server providing mcd chill integration for AI coding assistants and LLM agents.

47 | 4 (8.5%) | 47
chagumu-01/WanxAgent Python mcp-server -208 TO 250 FLOOR

Model Context Protocol (MCP) server providing WanxAgent integration for AI coding assistants and LLM agents.

42 | 4 (9.5%) | 42
song-chaoyang/UnityAssetDB Rust mcp-server -212 TO 250 FLOOR

🗄️ Every Unity asset reference in one queryable database. Rust + SQLite + tree-sitter. CLI + Web UI + MCP server.

38 | 4 (10.5%) | 2
epc314/oh-my-cassette Python mcp-server -215 TO 250 FLOOR

AI Pocket AI co-editor for video montage AI video editing plugin & MCP server for Claude Code, Codex, Hermes & OpenCode

35 | 3 (8.6%) | 35
fordaaaa/panoply JavaScript mcp-server -225 TO 250 FLOOR

Slash commands and MCP servers for AI agents, written once and compiled everywhere.

25 | 2 (8.0%) | 25
putervision/world-model-mcp TypeScript mcp-server -226 TO 250 FLOOR

🌐 Persistent 3D/2D spatial world model MCP server for AI agents. Entity tracking, object permanence, AABB collision simulation & view frustum projection via local SQLite.

24 | 3 (12.5%) | 1
ShwStone/mcp-oi-wiki Python mcp-server -226 TO 250 FLOOR

🌟 Wiki of OI / ICPC for LLMs.

24 | 3 (12.5%) | 1
beenuar/AiSOC Python mcp-server 1K+ BENCHMARK

Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.

2,423 | 271 (11.2%) | 97
witchan/ios-mcp Objective-C mcp-server VIABLE (250+)

Claude Codex Cursor AI iPhone iOS MCP Server UI OCR iOS

683 | 119 (17.4%) | 683
HotRiceNoodles/CrossLink Go mcp-server VIABLE (250+)

Unified large model proxy gateway, providing load balancing, fault transfer, current limiting, budget management, content auditing, caching, and MCP gateway capabilities.

473 | 38 (8.0%) | 473
dagoSte/squadra Python mcp-server VIABLE (250+)

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

256 | 21 (8.2%) | 11
Silung/scholar-search-mcp Python mcp-server -3 TO 250 FLOOR

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.

247 | 20 (8.1%) | 247
btsouth/toolport Rust mcp-server -17 TO 250 FLOOR

Local-first MCP gateway. Set up MCP servers once and use them in every AI client, with secrets in the OS keychain, tool integrity checks and quarantine, and on-demand tool search for clients that load every tool.

233 | 61 (26.2%) | 12
stape-io/google-tag-manager-mcp-server TypeScript mcp-server -18 TO 250 FLOOR

MCP server for Google Tag Manager

232 | 70 (30.2%) | 12
ozgurcd/gograph Go mcp-server -21 TO 250 FLOOR

Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.

229 | 19 (8.3%) | 11
comet-ml/opik-mcp Python mcp-server -27 TO 250 FLOOR

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

223 | 42 (18.8%) | 11
lmwilki/civ6-mcp Python mcp-server -28 TO 250 FLOOR

An MCP server that lets LLM agents play Civilization VI.

222 | 46 (20.7%) | 11
taisly/agent JavaScript mcp-server -30 TO 250 FLOOR

Taisly Agent Kit: MCP server, CLI, SDK, and agent docs for publishing videos to TikTok, Reels, Shorts, X, and Facebook.

220 | 18 (8.2%) | 11
node9-ai/node9-proxy TypeScript mcp-server -31 TO 250 FLOOR

Access control for AI agents. Set what Claude Code, Codex, Gemini, Cursor and any MCP server are allowed to do, review risky actions before they run, and keep every action on the record.

219 | 21 (9.6%) | 11
M-China/mcd-mcp-server TypeScript mcp-server -31 TO 250 FLOOR

McDonald's China MCP Server Integration Guide

219 | 18 (8.2%) | 11
dmarcguardhq/parse-dmarc Go mcp-server -33 TO 250 FLOOR

DMARC aggregate report parser with a built-in dashboard. One Go binary, IMAP in, SQLite, Prometheus metrics, MCP server. Apache-2.0.

217 | 28 (12.9%) | 11
Xquik-dev/x-twitter-scraper JavaScript mcp-server -36 TO 250 FLOOR

X (Twitter) scraper API & Twitter MCP server to scrape tweets, profiles & followers. Not affiliated with X Corp.

214 | 24 (11.2%) | 11
CelestoAI/agentor Python mcp-server -36 TO 250 FLOOR

Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.

214 | 49 (22.9%) | 11
KyaniteLabs/kinocut Python mcp-server -39 TO 250 FLOOR

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

211 | 47 (22.3%) | 11
dylanroscover/Embody Python mcp-server -43 TO 250 FLOOR

The most comprehensive MCP toolkit for TouchDesigner

207 | 17 (8.2%) | 10
toolsdk-ai/toolsdk-mcp-registry TypeScript mcp-server -52 TO 250 FLOOR

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...

198 | 523 (264.1%) | 10
desktop-commander/remote-desktop-commander TypeScript mcp-server -69 TO 250 FLOOR

Official remote MCP server for Desktop Commander — connect claude.ai, ChatGPT, Cursor and more to your own computer over OAuth

181 | 27 (14.9%) | 9
tinyfish-io/agentql-mcp TypeScript mcp-server -69 TO 250 FLOOR

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

181 | 44 (24.3%) | 9
serpapi/serpapi-mcp Python mcp-server -70 TO 250 FLOOR

SerpApi MCP Server for Google and other search engine results

180 | 43 (23.9%) | 9
coddy-project/coddy-agent Go mcp-server -71 TO 250 FLOOR

General-purpose agent in one static Go binary: console TUI, ACP server for editors, OpenAI-compatible API with embedded web UI, Telegram gateway, cron scheduler, swarm relay, remote mode. Rules, skills, subagents, hooks, MCP, background tasks, long-term memory, context compaction. Any OpenAI-compatible provider, distroless-ready.

179 | 27 (15.1%) | 9
letehaha/moneymatter TypeScript mcp-server -71 TO 250 FLOOR

Open-source, self-hosted budget tracker and personal finance app. Bank sync, multi-currency, investments, and a built-in MCP server for Claude and ChatGPT.

179 | 66 (36.9%) | 9
yantrikos/yantrikdb-server Rust mcp-server -73 TO 250 FLOOR

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.

177 | 15 (8.5%) | 9
Azure-Samples/eShopLite C# mcp-server -82 TO 250 FLOOR

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

168 | 89 (53.0%) | 8
saltmd/salt.md TypeScript mcp-server -85 TO 250 FLOOR

The open-source workspace for people and AI agents. Docs, databases and realtime collaboration with an MCP server in the same binary, so agents work in the same workspace on the same permissions. One Go binary, one SQLite file, self-hosted.

165 | 19 (11.5%) | 8
ricardoquesada/regenerator2000 Rust mcp-server -86 TO 250 FLOOR

An interactive disassembler for the CPU 6502, focused on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, flow arrows, keyboard-driven, MCP server for auto analysis, VICE debugger and more!

164 | 14 (8.5%) | 8
blackwell-systems/agent-lsp Go mcp-server -87 TO 250 FLOOR

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

163 | 19 (11.7%) | 8
datalayer/jupyter-ai-agents Jupyter Notebook mcp-server -87 TO 250 FLOOR

🪐 🤖 AI Agents with 🔧 MCP tools and 🧰 Skills for JupyterLab — Chat with your Notebook and execute code.

163 | 22 (13.5%) | 8
nxtg-ai/forge-orchestrator Rust mcp-server -88 TO 250 FLOOR

NXTG-Forge orchestrator: an MCP server for Claude Code with task orchestration, file locking, knowledge capture and drift detection. Rust. Alpha (source-available, FSL-1.1-ALv2).

162 | 20 (12.3%) | 8
GuyMannDude/mnemo-cortex Python mcp-server -93 TO 250 FLOOR

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.

157 | 38 (24.2%) | 8
jztan/pdf-mcp Python mcp-server -96 TO 250 FLOOR

MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semantic + keyword search, selective page reads, tables, images, OCR, chart data, and multi-column/CJK layouts.

154 | 14 (9.1%) | 8
GabrieleLozupone/kokon Rust mcp-server -100 TO 250 FLOOR

Edit photos by describing the change, on your own GPU. One installer, no Python, no cloud. Qwen-Image 2.1 for Windows and Mac, with an MCP server for AI agents.

150 | 18 (12.0%) | 8
GopherSecurity/gopher-mcp C++ mcp-server -100 TO 250 FLOOR

C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security, observability, connectivity. Stdio, HTTP+SSE, Streamable HTTP, WebSocket, TCP transports. Bindings for Python, TypeScript, Go, Rust, Java, C#.

150 | 24 (16.0%) | 8
reshaprio/reshapr Java mcp-server -103 TO 250 FLOOR

The open source, no-code MCP Server for AI-Native API Access

147 | 38 (25.9%) | 7
ZIZKA-AI-SL/ZizkaDB Python mcp-server -107 TO 250 FLOOR

Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.

143 | 40 (28.0%) | 7
wlsdks/ontology-atlas TypeScript mcp-server -107 TO 250 FLOOR

Understand what your codebase builds, why it is structured that way, and what a change could affect. One shared Markdown ontology for humans and coding agents—visualized for people, accessible to agents through MCP, and reviewed with Git. Local-first. Open source.

143 | 21 (14.7%) | 7
Tapetide-hq/nse-bse-indian-stock-market-data-mcp TypeScript mcp-server -109 TO 250 FLOOR

Indian stock market MCP server for NSE & BSE — 55 tools across all 8,200+ stocks: live quotes, financials, technicals, 326-ratio screener, FII/DII flows, option chains & IV, filings, IPOs & portfolio. Remote (OAuth) or npx. Works with Claude, ChatGPT, Cursor, VS Code, Codex & Gemini CLI

141 | 31 (22.0%) | 7
tathagat22/plumb-mcp TypeScript mcp-server -168 TO 250 FLOOR

Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Windsurf — works on every plan including Free.

82 | 7 (8.5%) | 82
picoaide/picoaide Go mcp-server -184 TO 250 FLOOR

AI PaaS Docker LDAP/OIDC MCP AI

66 | 10 (15.2%) | 66
ucoz-skills/agent-skills PHP mcp-server -227 TO 250 FLOOR

Official uCoz agent skills library and MCP plugin for AI coding assistants.

23 | 2 (8.7%) | 1
Page 2 of 2 (119 indexed repositories)
← Previous 12
Help & Engineering FAQ