MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38301 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 38302 |
Outlook Calendar MCP
Claim
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
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| 38303 |
trw-mcp
Claim
MCP server providing persistent engineering memory and spec-driven development …
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| 38304 |
Integrates with Google Docs and Gmail to append content and create drafts, with…
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| 38305 |
foldkit
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 38306 |
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
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| 38307 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 38308 |
book-recommender
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MCP server that provides book recommendation tools, allowing an AI agent to sea…
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| 38309 |
notebooklm-mcp-rpc
Claim
A pure-TypeScript MCP server for Google NotebookLM using the batchexecute RPC p…
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| 38310 |
mcp-landprice
Claim
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
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| 38311 |
mcp-weather-gc-ca
Claim
Enables AI agents to access live weather data from Environment and Climate Chan…
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| 38312 |
nooon
Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
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| 38313 |
ARL MCP Improved
Claim
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
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| 38314 |
Comet ML MCP Server
Claim
Enables interaction with Comet ML's experiment tracking platform through the Mo…
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| 38315 |
ProTools MCP Server
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An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
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| 38316 |
huddle-mcp
Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
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| 38317 |
Apple Mail MCP Server
Claim
A read-only MCP server that lets Claude Desktop interact with Apple Mail on mac…
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| 38318 |
leave-manager-mcp-server
Claim
Enables LLMs to manage employee leave by checking balances, applying for leave,…
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| 38319 |
ticktick-mcp-enhanced
Claim
基于滴答清单官方API的本地MCP服务,通过自然语言管理待办事项、创建和查询任务,支持OAuth认证和高级筛选。
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| 38320 |
Concisr
Claim
Token compression for AI contexts, reducing token consumption by compressing co…
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| 38321 |
Support Agent MCP
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Provides order lookup, customer lookup, and refund issuance tools with categori…
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| 38322 |
AI-PR-Review-MCP
Claim
An MCP server that automates pull request reviews using multiple LLM providers …
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| 38323 |
gmail-mcp
Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
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| 38324 |
Featuredeck MCP Server
Claim
Enables interaction with Featuredeck's feature request and roadmap management t…
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| 38325 |
MCP Connector Test
Claim
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
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| 38326 |
presidio
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| 38327 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 38328 |
Feishu/Lark OpenAPI MCP
Claim
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
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| 38329 |
rwa-attest
Claim
Provides cryptographically verifiable RWA trust attestations and multi-chain De…
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| 38330 |
postgres
Claim
Enables querying and inspecting a PostgreSQL database, including executing SQL …
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| 38331 |
Apple MCP
Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
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| 38332 |
costwright
Claim
Static worst-case token-budget analysis for LLM-agent workflows using AST analy…
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| 38333 |
mcp-wiki
Claim
Exposes any project wiki to AI assistants with features like fuzzy search, cont…
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| 38334 |
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
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| 38335 |
web-speed-oss
Claim
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
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| 38336 |
snapcall-test
Claim
Launch instant calls and share links with customers. Start an Assist recording …
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| 38337 |
seedream-mcp
Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
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| 38338 |
mcp-geoapify
Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
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| 38339 |
Slack MCP
Claim
Read and respond to Slack from Claude.
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| 38340 |
MCP Safari Server
Claim
Enables programmatic control of Safari browser on macOS for web automation, tes…
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| 38341 |
rosetta
Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
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| 38342 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 38343 |
MCP Playbook Server
Claim
Manages project documentation and saves conversation logs within a target proje…
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| 38344 |
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
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| 38345 |
mcp-worker
Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
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| 38346 |
SearXNG MCP Server
Claim
Enables web search and content scraping from multiple engines via a local SearX…
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| 38347 |
trading-mcp
Claim
22 pay-per-call agent APIs on x402: trading, web, AI, image gen. USDC on Base.
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| 38348 |
The Agentic SEO Engine
Claim
A headless, API-first MCP server that transforms unstructured creative portfoli…
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| 38349 |
Tibia MCP Server
Claim
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
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| 38350 |
governor
Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
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