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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)
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
heshengtao/comfyui_LLM_party Python mcp-server 1K+ BENCHMARK

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG

2,385 | 209 (8.8%) | 96
skalesapp/skales TypeScript mcp-server 1K+ BENCHMARK

Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of agents and humans across paired desktops. Agent2Agent, MCP, computer use, voice, local LLMs (Ollama), Agent Skills (SKILL.md). 26 AI providers, BYOK. No Docker, no terminal.

2,200 | 300 (13.6%) | 88
Syngnat/GoNavi TypeScript mcp-server 1K+ BENCHMARK

High-performance multi-data-source database client ~30MB, AI & MCP ready, zero Electron bloat. 30MB AI MCP Electron

2,077 | 228 (11.0%) | 84
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
vshulcz/deja-vu Go mcp-server 1K+ BENCHMARK

Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.

1,262 | 137 (10.9%) | 51
20000419/fauxnix TypeScript mcp-server VIABLE (250+)

Run Linux-style commands on Windows via deterministic bashโ†’PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.

995 | 80 (8.0%) | 40
P1kaj1uu/ChattyPlay-Agent TypeScript mcp-server VIABLE (250+)

๐Ÿš€ App Python+React+TypeScript+Hono+SQLite3+Redis โ€œAll in Oneโ€ B 20+ 4K Cloudflare Turnstile Google GitHub OpenAI SDK SDK MCP Agent ChatGPT AI Hugging Face Latex K AI PC ChattyPlay

961 | 192 (20.0%) | 39
magicyuan876/mineru-tianshu Python mcp-server VIABLE (250+)

- AI PDF/Office Markdown MCP AI Vue3+FastAPI

847 | 133 (15.7%) | 34
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
DevnorsAI/devnors-data-python Python mcp-server VIABLE (250+)

Devnors Data - Python SDK , API, ,Legal Case, , ,Law Article, ,Company Registry, ,Annual Report, ,Tax Invoice, ,Dishonest Judgment Debtor, ,Enforcement Debtor, ,Keyword Index, ,WeChat Index, ,Hot Rank, , , ,Express Tracking, , ,/v1/data/query,API Key,MCP,AI Agent

654 | 53 (8.1%) | 27
cubeplexai/cubeplex Python mcp-server VIABLE (250+)

CubePlex is a cloud-native platform for managed agents in team workspaces โ€” skills, shared memory, MCP tools, persistent sandboxes, governed access, and self-hosted deploy on Docker Compose or Kubernetes.

572 | 54 (9.4%) | 23
jagmarques/asqav-sdk Python mcp-server VIABLE (250+)

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

561 | 45 (8.0%) | 23
DemonDamon/AgenticX Python mcp-server VIABLE (250+)

AgenticX is a unified, production-ready multi-agent platform โ€” Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

560 | 61 (10.9%) | 23
junkai-li/NetCoreKevin C# mcp-server VIABLE (250+)

๐Ÿค– .NET AI AISkills AI AI-Qdrant AI AgentFramework RAG Ollama AI Log4 Jwt CAP SignalR Mcp Hangfire RabbitMQ Vue + Ant Design

530 | 123 (23.2%) | 22
caura-ai/caura Python mcp-server VIABLE (250+)

Caura (formerly MemClaw) โ€” governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

501 | 98 (19.6%) | 21
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
reality-opened/openreality Python mcp-server VIABLE (250+)

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

409 | 33 (8.1%) | 17
razorpay/slashdocs Go mcp-server VIABLE (250+)

Give your agents the power to publish reviewable HTML documents. Self-hosted server + CLI + remote MCP; agents push, humans review with comments and versions.

391 | 47 (12.0%) | 16
topqaz/LiteMark Vue mcp-server VIABLE (250+)

LiteMark Vue 3+FastAPI AI mcp

311 | 36 (11.6%) | 13
C2SAgent/c2sagent Python mcp-server VIABLE (250+)

C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent AI Agent Agent MCP HTTP MCP Agent A2A MCP

304 | 25 (8.2%) | 304
sspsec/Scan-Spring-GO Go mcp-server VIABLE (250+)

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

301 | 25 (8.3%) | 13
XiyaoWang0519/agent-call Python mcp-server VIABLE (250+)

Open-source MCP server for safe, stateful AI-agent phone calls with OpenAI Realtime and Twilio.

298 | 24 (8.1%) | 298
pluveto/daan TypeScript mcp-server VIABLE (250+)

โœจLightweight LLM Client with MCP ๐Ÿ”Œ & Characters ๐Ÿ‘ค

283 | 23 (8.1%) | 12
SourceWeft/SourceWeft TypeScript mcp-server VIABLE (250+)

Open-source, self-hostable alternative to ChatGPT and NotebookLM โ€” agents, skills, MCP, and cited knowledge in one AI workstation. Your models, your infrastructure. Free to use GPT 6: https://SourceWeft.com/

280 | 24 (8.6%) | 12
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
Glade-tool/glade-mcp C# mcp-server -36 TO 250 FLOOR

Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to Unity or Godot. 275+ granular tools, an editor aware system prompt, game design document project context, script semantic search, and skill calibration.

214 | 22 (10.3%) | 16
xiayu1987/noobot JavaScript mcp-server -59 TO 250 FLOOR

Cheap Money-Saving Self-hosted AI agent workspace with tool calling, MCP, multi-model routing, sandboxed execution, multi-agent workflows, and LLM-authored 3D character animation rendered with Three.js.

191 | 26 (13.6%) | 20
cocoyes/zhizhi-agent-runtime Go mcp-server -60 TO 250 FLOOR

A model-agnostic, stateless Go agent runtime featuring dual-IR planning, dependency-aware batch scheduling, capability-driven MCP/tool orchestration, policy-based failure recovery, conditional replanning, side-effect control, and end-to-end execution observability.

190 | 16 (8.4%) | 8
stloendays/Superpower TypeScript mcp-server -61 TO 250 FLOOR

From AI Assistance to Agentic Workflows: Making MCP Practical in the Browser

189 | 20 (10.6%) | 13
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
pengmoubuaixuexi/TAgent Java mcp-server -66 TO 250 FLOOR

TAgent Java 17 Spring Boot Spring AI DDD AI Agent Agent RAG MCP SSE

184 | 15 (8.2%) | 8
DerekYRC/mini-claude-code Java mcp-server -72 TO 250 FLOOR

mini-claude-code: a simplified Java Claude Code agent distilling core Agent Harness mechanisms. Features: Agent Loop, tools, permission control, Hooks, Todo, Subagent, Skill Loading, context compression, memory, tasks, background tasks, scheduling, multi-agent collaboration, team protocol, autonomous claiming, MCP Plugin.

178 | 28 (15.7%) | 22
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
Cunninger/my-ai-agent Java mcp-server -95 TO 250 FLOOR

My AI Agent Spring Boot Spring AI RAG MCP

155 | 17 (11.0%) | 7
Lvyizhuo/MyProject-SDAgent Java mcp-server -111 TO 250 FLOOR

2026 AI Spring Boot 3 + Java 21 + Spring AI AI ReAct LvManus AI Spring AI Prompt RAG Tool Calling MCP AI Agent Redis / Ollama Tavily Python + Jsoup React 19 + Vite 7 Docker Nginx

139 | 12 (8.6%) | 6
alex09x/kyb Rust mcp-server -113 TO 250 FLOOR

Git-backed shared memory for AI agent fleets: searchable knowledge base, incident and task tracking, every write versioned and attributed. CLI, HTTP API and MCP server.

137 | 16 (11.7%) | 137
Zhongye1/KnowAgenticRAG Python mcp-server -113 TO 250 FLOOR

Fastapi + React Agentic RAG MCP/Skills

137 | 12 (8.8%) | 16
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
artokun/comfyui-mcp-panel JavaScript mcp-server -121 TO 250 FLOOR

The local-first sidebar AI agent for ComfyUI โ€” runs on your own Claude OR ChatGPT subscription (no API keys, no extra LLM costs). Drives your live graph: edits, workflows & installs in natural language. The panel UI for comfyui-mcp, the agent-native control plane for ComfyUI.

129 | 30 (23.3%) | 6
BingoWon/apple-rag-mcp TypeScript mcp-server -129 TO 250 FLOOR

Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking.

121 | 10 (8.3%) | 5
Cassette-Editor/oh-my-cassette Python mcp-server -129 TO 250 FLOOR

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

121 | 10 (8.3%) | 5
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
7anX/AgentScan Go mcp-server -141 TO 250 FLOOR

AI protocol scanner discover exposed MCP servers, A2A Agent Cards, and open LLM APIs in one command. MCP A2A Agent Card LLM

109 | 9 (8.3%) | 109
jacksalad/wailschat Go mcp-server -141 TO 250 FLOOR

A desktop AI chat application built with Wails v2 (Go backend + Vue 3 frontend) that connects to OpenAI-compatible LLM APIs with MCP tool calling support.

109 | 9 (8.3%) | 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
Tyranitar-design/Intelligent-Data-analysis-platform Python mcp-server -149 TO 250 FLOOR

WebInsight - , ( / / / /MCP )

101 | 9 (8.9%) | 101
janetom645-coder/mcd-buddy Python mcp-server -153 TO 250 FLOOR

McQuartet Skill / / / MCP 187

97 | 8 (8.2%) | 97
danielcy/coze-mcp-for-openclaw Python mcp-server -154 TO 250 FLOOR

Coze MCP and Skill Management for OpenClaw

96 | 8 (8.3%) | 96
guolola/SoftJL TypeScript mcp-server -154 TO 250 FLOOR

Self-hosted AI workspace for software engineering capstone and course projects. Generate UML models, system designs, test cases and editable DOC specifications from requirements. Supports traceability, your own model provider and optional read-only MCP access.

96 | 8 (8.3%) | 5
Aryan-Pardeshi/CiteProof-AI Python mcp-server -162 TO 250 FLOOR

Open-source research assistant and MCP audit toolkit for systematic reviews: cited research reports, PRISMA tracking, evidence and claim checks, and reproducible exports with human oversight.

88 | 8 (9.1%) | 88
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