MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57851 |
freeplay-mcp
Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
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| 57852 |
Code Scalpel
Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
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| 57853 |
BigQuery Readonly MCP
Claim
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
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| 57854 |
pentest-agents
Claim
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Co…
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| 57855 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 57856 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 57857 |
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
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| 57858 |
claude-design-mcp
Claim
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
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| 57859 |
opensooq-mcp
Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
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| 57860 |
AI-powered text and URL summarization API for AI agents. Extract key points fro…
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| 57861 |
openswissdata
Claim
Swiss customs (TARES), FINMA registry & NOGA/NACE/ISIC classifications. 9 MCP t…
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| 57862 |
Enables interaction with Google SearchConsole tools and services through a unif…
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| 57863 |
safe-sql-mcp
Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
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| 57864 |
tbro-mcp
Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
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| 57865 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 57866 |
Sentry MCP Server
Claim
Enables comprehensive Sentry monitoring including performance analysis, issue t…
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| 57867 |
@g-tiwari/mcp-testrail
Claim
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
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| 57868 |
SGU MCP Server
Claim
Provides access to geological data from Sveriges Geologiska Undersökning (SGU),…
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| 57869 |
Symbols Awakening MCP
Claim
A symbolic reasoning engine that enables symbolic ontology operations through a…
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| 57870 |
Apple Contacts MCP
Claim
Local-first MCP server for safely searching and editing Apple Contacts on macOS…
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| 57871 |
DeltaSignal ATLAS-7
Claim
SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402…
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| 57872 |
mmoagent-mcp
Claim
Cross-game market intelligence and currency conversion across six MMOs, enablin…
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| 57873 |
AgentPay
Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
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| 57874 |
zoho-projects-mcp
Claim
Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking,…
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| 57875 |
maven-indexer-mcp
Claim
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
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| 57876 |
NIST MCP Server
Claim
Provides comprehensive access to NIST cybersecurity frameworks and controls, en…
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| 57877 |
clodbridge
Claim
Enables Claude Code to automatically discover and use project-specific rules, s…
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| 57878 |
whipscribe-mcp
Claim
MCP server for Whipscribe — transcribe audio and video from a URL or local file…
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| 57879 |
audio-transcriber
Claim
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
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| 57880 |
LSD MCP Template
Claim
Template for serving FastMCP servers over Streamable HTTP within a LangGraph Se…
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| 57881 |
pinterest-mcp-server
Claim
Enables AI agents to interact with the Pinterest API, allowing management of bo…
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| 57882 |
UniFi Protect MCP
Claim
Exposes UniFi Protect's Integration REST API as tools for Claude Code and other…
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| 57883 |
support-ticket-mcp
Claim
Enables natural language querying and semantic search over a bilingual customer…
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| 57884 |
ya-tracker-mcp
Claim
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
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| 57885 |
osdu-mcp
Claim
Enables AI agents to interact with the OSDU® data platform through Model Contex…
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| 57886 |
mcp-hierarchical-scraper
Claim
Crawl websites recursively to build a hierarchical map of pages. Convert HTML i…
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| 57887 |
github-repo-manager-mcp
Claim
This MCP server lets an AI client manage GitHub repositories through the GitHub…
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| 57888 |
mcp-giga-checker
Claim
Checks text for AI generation using GigaChat API, enabling integration into AI …
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| 57889 |
A Model Context Protocol (MCP) server for interacting with Quip spreadsheets. I…
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| 57890 |
google-health-mcp
Claim
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
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| 57891 |
Superlinked MCP Server
Claim
Enables AI assistants to create and query multi-dimensional vector indexes from…
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| 57892 |
Botany MCP
Claim
Remote MCP server for authoritative plant information from the VicFlora API. En…
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| 57893 |
A remote MCP server template for Cloudflare Workers without authentication, sup…
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| 57894 |
MCP-Server
Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
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| 57895 |
Verodat MCP Server
Claim
Enables AI systems to manage Verodat accounts, workspaces, and datasets, includ…
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| 57896 |
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
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| 57897 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 57898 |
Trading Volatility MCP
Claim
Enables AI agents to discover and retrieve options market-structure data (GEX, …
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| 57899 |
MCP Server Neurolorap
Claim
Provides code collection and project structure reporting tools for code analysi…
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| 57900 |
Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity…
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