MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39051 |
mcp-landprice
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Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
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| 39052 |
mcp-weather-gc-ca
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Enables AI agents to access live weather data from Environment and Climate Chan…
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| 39053 |
nooon
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A lightweight, read-only MCP server for Notion that enables searching, reading …
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| 39054 |
ARL MCP Improved
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An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
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| 39055 |
Comet ML MCP Server
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Enables interaction with Comet ML's experiment tracking platform through the Mo…
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| 39056 |
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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| 39057 |
huddle-mcp
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A broker that queues agent requests (plans, questions, FYIs) and batches them b…
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| 39058 |
Apple Mail MCP Server
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A read-only MCP server that lets Claude Desktop interact with Apple Mail on mac…
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| 39059 |
leave-manager-mcp-server
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Enables LLMs to manage employee leave by checking balances, applying for leave,…
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| 39060 |
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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| 39061 |
Concisr
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Token compression for AI contexts, reducing token consumption by compressing co…
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| 39062 |
Support Agent MCP
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Provides order lookup, customer lookup, and refund issuance tools with categori…
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| 39063 |
AI-PR-Review-MCP
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An MCP server that automates pull request reviews using multiple LLM providers …
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| 39064 |
gmail-mcp
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Enables interacting with multiple Gmail accounts through a single MCP server, s…
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| 39065 |
Featuredeck MCP Server
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Enables interaction with Featuredeck's feature request and roadmap management t…
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| 39066 |
MCP Connector Test
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A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
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| 39067 |
presidio
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| 39068 |
blender-mcp
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Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 39069 |
Feishu/Lark OpenAPI MCP
Claim
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
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| 39070 |
rwa-attest
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Provides cryptographically verifiable RWA trust attestations and multi-chain De…
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| 39071 |
postgres
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Enables querying and inspecting a PostgreSQL database, including executing SQL …
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| 39072 |
Apple MCP
Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
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| 39073 |
costwright
Claim
Static worst-case token-budget analysis for LLM-agent workflows using AST analy…
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| 39074 |
mcp-wiki
Claim
Exposes any project wiki to AI assistants with features like fuzzy search, cont…
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| 39075 |
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
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| 39076 |
web-speed-oss
Claim
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
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| 39077 |
snapcall-test
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Launch instant calls and share links with customers. Start an Assist recording …
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| 39078 |
seedream-mcp
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Enables creating, polling, and checking pricing for Seedream image generation t…
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| 39079 |
mcp-geoapify
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Wraps the Geoapify Location Platform to enable geolocation and map data access …
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| 39080 |
Slack MCP
Claim
Read and respond to Slack from Claude.
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| 39081 |
MCP Safari Server
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Enables programmatic control of Safari browser on macOS for web automation, tes…
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| 39082 |
rosetta
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MCP server that provides AI assistants with searchable access to MikroTik Route…
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| 39083 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 39084 |
MCP Playbook Server
Claim
Manages project documentation and saves conversation logs within a target proje…
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| 39085 |
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
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| 39086 |
mcp-worker
Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
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| 39087 |
SearXNG MCP Server
Claim
Enables web search and content scraping from multiple engines via a local SearX…
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| 39088 |
trading-mcp
Claim
22 pay-per-call agent APIs on x402: trading, web, AI, image gen. USDC on Base.
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| 39089 |
The Agentic SEO Engine
Claim
A headless, API-first MCP server that transforms unstructured creative portfoli…
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| 39090 |
Tibia MCP Server
Claim
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
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| 39091 |
governor
Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
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| 39092 |
pydoll-mcp
Claim
Enables browser automation with zero-webdriver, supporting tab management, elem…
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| 39093 |
SloplessCode
Claim
Provides operational continuity for AI coding agents, preserving task state, de…
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| 39094 |
fizzy-mcp
Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
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| 39095 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 39096 |
sinhala-mcp
Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
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| 39097 |
trdizin-mcp
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MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 39098 |
MCP Booking
Claim
Enables AI agents to search hotels, check availability, manage reservations, an…
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| 39099 |
BioQC-MCP
Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
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| 39100 |
mcp-maestro
Claim
Produce complete AI videos from a brief with Maestro
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