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 (66)
tianma-if/edgeever TypeScript mcp-server 1K+ BENCHMARK

AI-native knowledge base & Evernote/Obsidian alternative with instant sync & native MCP. Free on Cloudflare or self-hosted via Docker.

2,390 | 1,239 (51.8%) | 96
aklivity/zilla Java mcp-server 1K+ BENCHMARK

๐ŸฆŽ A lightweight, multi-protocol gateway for event-driven applications and AI agents. Expose and govern Kafka, MQTT, APIs, and MCP through one high-performance engine with shared routing, security, schema, and observability.

1,709 | 147 (8.6%) | 72
pnoker/iot-dc3 Java mcp-server 1K+ BENCHMARK

IoT DC3 โ€” Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.

1,287 | 234 (18.2%) | 52
AVIDS2/memorix TypeScript mcp-server VIABLE (250+)

Open-source cross-agent memory layer for coding agents via MCP.

836 | 70 (8.4%) | 34
YMuskrat/arcticdb_mcp Python mcp-server VIABLE (250+)

MCP server for ArcticDB

773 | 66 (8.5%) | 773
HelpCode-ai/anythingmcp TypeScript mcp-server VIABLE (250+)

MCP gateway for AI agents: turn any REST/OpenAPI, GraphQL, SOAP or SQL API into MCP tools. 508 ready-made connectors (SAP, ERP, e-commerce) with RBAC, SSO, audit logs and a knowledge graph.

769 | 94 (12.2%) | 769
YichengYang-Ethan/oracle3-prediction-market-agent Python mcp-server VIABLE (250+)

Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.

486 | 57 (11.7%) | 20
GetBrew/growth-engineer TypeScript mcp-server -1 TO 250 FLOOR

Open-source catalog of go-to-market tools and workflows, written as markdown files any agent can run. Includes a read-only MCP server.

249 | 21 (8.4%) | 12
feenlace/mcp-1c Go mcp-server -3 TO 250 FLOOR

MCP server for 1C:Enterprise โ€” AI assistant inspects configuration metadata and generates accurate BSL code in a single zero-dependency binary.

247 | 46 (18.6%) | 12
netboxlabs/netbox-mcp-server Python mcp-server -6 TO 250 FLOOR

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

244 | 105 (43.0%) | 12
surendranb/google-analytics-mcp Python mcp-server -7 TO 250 FLOOR

Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.

243 | 55 (22.6%) | 12
WeftCut/WeftCut TypeScript mcp-server -8 TO 250 FLOOR

Free, open-source AI video editor for macOS, Windows and Linux โ€” drive the whole timeline from any MCP client.

242 | 35 (14.5%) | 12
portainer/portainer-mcp Python mcp-server -11 TO 250 FLOOR

Official Portainer MCP server

239 | 52 (21.8%) | 12
VictoriaMetrics/mcp-victoriametrics Go mcp-server -11 TO 250 FLOOR

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

239 | 33 (13.8%) | 12
congchuanling-dot/Cohort Go mcp-server -65 TO 250 FLOOR

Local-first Agent Runtime connecting LLMs to controlled tools, Chrome, desktop automation, MCP, context governance, and verifiable memory.

185 | 15 (8.1%) | 185
AIpRoBuilder/FlowX Python mcp-server -91 TO 250 FLOOR

MCP server and Python SDK that generates, runs and refines AI agent workflows from natural language (Generative Workflow, A2A, FastAPI).

159 | 13 (8.2%) | 7
FlanChanXwO/pixiv-cli Go mcp-server -117 TO 250 FLOOR

Pixiv, in your terminal โ€” a CLI, MCP server, and Go SDK for discovery, accounts, creators, collections, and downloads.

133 | 11 (8.3%) | 6
crane-in-clear-sky/WorkWit-AI-Agent Python mcp-server -133 TO 250 FLOOR

WorkWit: a self-hosted, open-source (MIT) enterprise AI Agent platform for office automation โ€” built-in contract review & resume screening, 40+ skills, MCP connectors, multi-tenant RBAC. Deploy with one Docker Compose.

117 | 10 (8.5%) | 5
CCCpan/chinese-sensitive-words-mcp JavaScript mcp-server -145 TO 250 FLOOR

/ MCP Server / / /B + chenganp 345048305@qq.com

105 | 9 (8.6%) | 105
danielcy/coze-mcp-for-openclaw Python mcp-server -154 TO 250 FLOOR

Coze MCP and Skill Management for OpenClaw

96 | 8 (8.3%) | 96
ShellyDeng08/youtube-connector-mcp Python mcp-server -178 TO 250 FLOOR

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

72 | 6 (8.3%) | 72
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 โ†’ L2 โ†’ L3

68 | 13 (19.1%) | 68
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
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
putervision/world-model-mcp TypeScript mcp-server -226 TO 250 FLOOR

๐ŸŒ 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
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
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
M-China/mcd-mcp-server TypeScript mcp-server -31 TO 250 FLOOR

McDonald's China MCP Server Integration Guide

219 | 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
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 โ€” 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
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
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
yantrikos/yantrikdb-server Rust mcp-server -73 TO 250 FLOOR

Cognitive memory database for AI agents โ€” 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

๐Ÿช ๐Ÿค– AI Agents with ๐Ÿ”ง MCP tools and ๐Ÿงฐ Skills for JupyterLab โ€” 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 โ€” 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
Page 1 of 2 (66 indexed repositories)
12 Next →
Help & Engineering FAQ