MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37851 |
heuresis
Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
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| 37852 |
NotebookLM MCP
Claim
Gives Claude Desktop full control over Google NotebookLM via 56 MCP tools — man…
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| 37853 |
TaskPile
Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
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| 37854 |
Strava MCP Server
Claim
Connects Claude to your Strava account so you can query your activities, stats,…
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| 37855 |
VaultForge
Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
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| 37856 |
Infoway MCP Server
Claim
Gives AI assistants access to real-time financial data including stock prices, …
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| 37857 |
x-mcp-server
Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
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| 37858 |
TokenTrace
Claim
Local-first AI CLI usage analytics for agents.
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| 37859 |
obyte-mcp
Claim
A local MCP server that enables AI tools to query Obyte blockchain data includi…
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| 37860 |
Document Operator MCP
Claim
Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx…
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| 37861 |
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
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| 37862 |
Resume MCP Agent
Claim
Enables AI clients to manage resumes, match job descriptions, and generate tail…
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| 37863 |
codemesh
Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
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| 37864 |
ctfd-mcp
Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
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| 37865 |
memorybridge
Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
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| 37866 |
OpenCode MySQL Connector
Claim
A MySQL MCP server providing tools to query and explore MySQL databases via std…
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| 37867 |
Gorgias MCP Server
Claim
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
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| 37868 |
rds-mcp
Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
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| 37869 |
Enables AI-powered procurement policy compliance, document generation, supplier…
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| 37870 |
AI Council MCP Server
Claim
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
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| 37871 |
Provides a private, managed instance of the official GitHub MCP server hosted o…
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| 37872 |
yfinance-mcp-server
Claim
Enables retrieval of historical stock data from Yahoo Finance through a simple …
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| 37873 |
TranslationX MCP Server
Claim
A server that provides translation capabilities using TranslationX API, enablin…
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| 37874 |
powerbi-ai-mcp
Claim
Enables controlling Power BI with AI through natural language commands for crea…
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| 37875 |
docs-mcp
Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
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| 37876 |
Variflight MCP Proxy
Claim
A proxy middleware for the Variflight MCP server with token rotation, intellige…
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| 37877 |
cn-financial-mcp
Claim
Provides access to Chinese mainland financial data including A-stock quotes, fi…
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| 37878 |
MCP PDF Extract
Claim
A Model Context Protocol server that enables listing and reading PDF documents …
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| 37879 |
gamma-app-mcp
Claim
Enables generating presentations, documents, webpages, and social posts via Gam…
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| 37880 |
styx-mcp
Claim
Provides 7 reverse-engineering tools (hexdump, disasm, strings, xref, Ghidra de…
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| 37881 |
Postoria MCP Server
Claim
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
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| 37882 |
MCP INPI
Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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| 37883 |
Google MCP Server
Claim
Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authe…
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| 37884 |
mcp-server
Claim
A simple, extensible MCP server implementation for local use with tools like Co…
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| 37885 |
Zendesk Admin MCP Server
Claim
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
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| 37886 |
mcp-f1analisys
Claim
Enables Formula 1 data analysis through natural language, providing tools like …
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| 37887 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 37888 |
Investors MCP Server
Claim
Enables semantic search and ingestion of investor content using Upstash Vector …
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| 37889 |
OpenWeatherMap_MCP
Claim
Provides current weather and forecasts for any city via natural language, using…
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| 37890 |
SSW Rules MCP
Claim
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
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| 37891 |
daimonos
Claim
Agent-optimized MCP server replacing built-in file, search, exec, and git tools…
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| 37892 |
katalon-mcp-server
Claim
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
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| 37893 |
vector-index-mcp
Claim
Enables indexing and semantic search of software project files via MCP, with au…
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| 37894 |
Relay
Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
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| 37895 |
mcp-devenv
Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
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| 37896 |
mcp-dotnet-diagnostics
Claim
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
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| 37897 |
Enables AI assistants to interact with Cyoda platform entities and workflows th…
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| 37898 |
CronGrid
Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
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| 37899 |
whoop-chatgpt-app
Claim
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
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| 37900 |
mcp-camptocamp
Claim
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
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