MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56151 |
indico-mcp
Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
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| 56152 |
teacher-mcp
Claim
MCP server that authenticates as a teacher and provides tools for question mana…
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| 56153 |
ghcli-mcp-connector
Claim
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.
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| 56154 |
web-browser-mcp
Claim
Enables AI agents to perform query-driven web searches and fetch page content v…
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| 56155 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 56156 |
mcp-obsidian-ek
Claim
MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 56157 |
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
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| 56158 |
ctbcsec-api-mcp-server
Claim
Enables LLMs to interact with CTBC Securities CTS Trading API for stock, future…
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| 56159 |
mcp-debugger-node
Claim
MCP server for debugging Node.js programs through the V8 Inspector Protocol, al…
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| 56160 |
bmad-mcp-server
Claim
Enables intelligent task management, multi-agent workflows, and cross-IDE proje…
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| 56161 |
MojaWave MCP
Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
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| 56162 |
Script Runner MCP Server
Claim
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
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| 56163 |
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
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| 56164 |
Lidarr MCP Server
Claim
Enables interaction with Lidarr music collection management through natural lan…
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| 56165 |
bug-sheet-mcp
Claim
Enables managing bugs and test cases in Google Sheets via Claude Code, with too…
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| 56166 |
Present Agent MCP
Claim
Find 5 explainable, personalized gift recommendations from inside any MCP clien…
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| 56167 |
fashion-shopping
Claim
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
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| 56168 |
asdfas123
Claim
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| 56169 |
dingjie-erp-mcp
Claim
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
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| 56170 |
Fuzzy-Semantic-Audit-MCP
Claim
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
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| 56171 |
CTFd MCP Server
Claim
A lightweight MCP server for interacting with CTFd instances, enabling AI tools…
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| 56172 |
MCP Manuels
Claim
Enables Claude Desktop to read and search through PDF technical manuals, answer…
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| 56173 |
Enables AI agents to perform dynamic and reflective problem-solving through a c…
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| 56174 |
Aviation Weather
Claim
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
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| 56175 |
@phasefolio/mcp
Claim
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
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| 56176 |
romulus-31780
Claim
ROMulus is a retro gaming ROM search engine that aggregates results from four m…
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| 56177 |
redmine-mcp
Claim
Enables to interact with Redmine issues through the MCP protocol, allowing oper…
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| 56178 |
mcp
Claim
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
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| 56179 |
Kuksa MCP Server
Claim
A Model Context Protocol (MCP) server that connects LLMs to vehicle data via th…
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| 56180 |
MoA MCP Server
Claim
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
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| 56181 |
Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, inte…
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| 56182 |
Google Ads MCP
Claim
Enables LLMs to interact with Google Ads accounts via tools like list_accounts …
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| 56183 |
AgentHub
Claim
A local MCP server that orchestrates multi-agent coding teams by spawning worke…
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| 56184 |
code-review-mcp-server
Claim
Enables automated code review and GitHub PR commenting through MCP integration.
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| 56185 |
GNNPCSAFT MCP Server
Claim
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
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| 56186 |
local-apple-data
Claim
MCP server for privacy-gated local Apple data access including Mail, Messages, …
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| 56187 |
Provides persistent browser tabs with tools to read, click, type, and interact …
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| 56188 |
Legion MCP Server
Claim
Exposes multiple LLMs as individual tools via the OpenAI Responses API wire for…
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| 56189 |
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
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| 56190 |
x402-mcp
Claim
177 crypto market intel endpoints with auto x402 USDC micropayments from your A…
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| 56191 |
made-mcp
Claim
Generate and edit images and video with MADE: model catalog with transparent pe…
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| 56192 |
TeamSpeak MCP Server
Claim
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
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| 56193 |
ClickUp MCP Server
Claim
A self-hosted MCP server that enables AI agents to directly interact with your …
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| 56194 |
unity-mcp
Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
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| 56195 |
Enables querying FDA drug label information including adverse reactions, warnin…
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| 56196 |
Close API
Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
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| 56197 |
中国 AI 客服国标 GB/T 47746—2026 合规问答库:必须自动转人工的场景、强制自查项、上线备案要求,答案标注条款依据。
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| 56198 |
ToolBridge
Claim
A governed MCP server for integrating AI agents with customer data, featuring r…
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| 56199 |
DataDallas MCP
Claim
Enables querying Dallas open data via the Socrata SODA API, allowing access to …
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| 56200 |
UODO MCP
Claim
Enables searching and analyzing decisions from the Polish Data Protection Autho…
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