MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40201 |
appcrane-mcp
Claim
MCP connector for AppCrane that serves a bundled tool catalog for offline intro…
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| 40202 |
mcp-voice
Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
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| 40203 |
mcp111
Claim
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| 40204 |
Search, appraise, trademark-check, and buy premium brandable domain names from …
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| 40205 |
compresh-mcp
Claim
Provides production-grade context compression for LLM agent conversations with …
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| 40206 |
Gmail MCP Server
Claim
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
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| 40207 |
tavily-proxy
Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
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| 40208 |
mcp
Claim
Search 276,000+ open source icons and insert them as SVG or React components wh…
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| 40209 |
getMe MCP Server
Claim
An MCP server that exposes getMe key-value operations as MCP tools
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| 40210 |
mcp-gpu-server
Claim
Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools…
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| 40211 |
Gemini Media MCP
Claim
MCP server for generating images and videos using Google Gemini and VEO models,…
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| 40212 |
RAG MCP Server
Claim
Enables Claude Desktop to search custom knowledge bases using retrieval-augment…
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| 40213 |
biometrics-ai
Claim
Enables interaction with biometrics AI features, including risk management, tra…
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| 40214 |
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
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| 40215 |
next2d-development-mcp
Claim
MCP server for Next2D application development that generates code following MVV…
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| 40216 |
BCRP MCP Server
Claim
Enables AI agents to access economic statistics from the Central Reserve Bank o…
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| 40217 |
auto-knowledge-base
Claim
基于MCP协议的知识库服务器,内置LLM层,提供结构化知识存储、语义搜索和主动知识推送,支持通过工具进行知识学习、搜索和关联推理。
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| 40218 |
Legal Search MCP
Claim
MCP server that enables AI agents to search Korean laws and retrieve article co…
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| 40219 |
imf-mcp-server
Claim
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
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| 40220 |
Revelara
Claim
Reliability intelligence: production incidents, risk register, controls catalog…
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| 40221 |
cituna-mcp
Claim
Track how 7 AI engines cite your brand, daily, with live Google Search Console.
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| 40222 |
coolify-mcp
Claim
MCP server for managing a self-hosted Coolify instance. Provides full REST CRUD…
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| 40223 |
TastyTrade MCP Server
Claim
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
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| 40224 |
mealie-mcp
Claim
Exposes every endpoint of the Mealie REST API as MCP tools, enabling LLMs to ma…
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| 40225 |
Coding Tools MCP
Claim
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
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| 40226 |
ros-mcp-server
Claim
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
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| 40227 |
hippocampus-mcp
Claim
A personal memory MCP server that ingests AI agent conversation logs from multi…
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| 40228 |
mcp-zen-of-languages
Claim
Enables AI assistants and developers to analyze code for language-specific best…
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| 40229 |
MCP server that scans your repo's dependencies for security vulnerabilities bas…
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| 40230 |
AgentOps Guardian MCP
Claim
An MCP server that provides on-demand safety for AI coding workflows, enabling …
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| 40231 |
MCP Server
Claim
A testing environment for Model Context Protocol that enables exploration of MC…
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| 40232 |
Call Me
Claim
Your AI rings your iPhone, speaks its question, and gets your spoken answer bac…
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| 40233 |
Okta-MCP
Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
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| 40234 |
Formasty
Claim
Create, edit, validate, publish, and inspect Formasty forms and quizzes over au…
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| 40235 |
vectorise-mcp
Claim
Local MCP server that indexes folders of documents into a hybrid vector + keywo…
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| 40236 |
Marten Docs MCP Server
Claim
Local MCP server for focused Marten documentation retrieval with caching, searc…
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| 40237 |
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — a…
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| 40238 |
Memgraph MCP Server
Claim
A lightweight server implementation of the Model Context Protocol that connects…
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| 40239 |
An MCP server that provides access to Vikunja, a self-hosted task management so…
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| 40240 |
klaws
Claim
Scans source code for possible Korean compliance risks (PIPA, Network Act, Cred…
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| 40241 |
DevTime
Claim
Local-first, read-only MCP server for evidence-backed repository memory.
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| 40242 |
Ebird
Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
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| 40243 |
ELM MCP
Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
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| 40244 |
mcp-terminal-server
Claim
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
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| 40245 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 40246 |
chuk-mcp-lazarus
Claim
Mechanistic interpretability MCP server wrapping chuk-lazarus, enabling model l…
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| 40247 |
mcp-server-panchangam
Claim
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
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| 40248 |
MCP server for R package development using usethis, devtools, renv, and testthat
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| 40249 |
Dog API MCP Server
Claim
Enables interaction with the Dog API through natural language, supporting opera…
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| 40250 |
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
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