MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32551 |
obsidian-pdf-evidence
Claim
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
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| 32552 |
Allora MCP Server
Claim
Enables AI systems to fetch machine learning inferences and prediction market d…
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| 32553 |
JSON2TOON MCP Server
Claim
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
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| 32554 |
Enables full CRUD operations on 29 QuickBooks Online entity types and 11 financ…
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| 32555 |
GoHighLevel MCP Server
Claim
Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account au…
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| 32556 |
Provides instant access to verified, enriched business intelligence for any UK …
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| 32557 |
cloak-search-mcp
Claim
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
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| 32558 |
vs-mcp-server
Claim
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
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| 32559 |
q1-reviewer-mcp
Claim
AI-powered MCP server that analyzes academic manuscripts and generates ruthless…
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| 32560 |
fetch
Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
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| 32561 |
imgcli-mcp
Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
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| 32562 |
polskidegen-hl-tracker
Claim
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
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| 32563 |
mcp-medusa
Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
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| 32564 |
mcp-the-guardian
Claim
Enables searching and retrieving articles, sections, and tags from The Guardian…
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| 32565 |
verbalized-sampling-mcp
Claim
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
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| 32566 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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| 32567 |
example-mcp-server-streamable-http-stateless
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| 32568 |
sourcegraph-mcp
Claim
MCP server exposing Sourcegraph's AI-enhanced code search capabilities to codin…
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| 32569 |
@tsdevstack/cli-mcp
Claim
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
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| 32570 |
Fabits MCP Server
Claim
Enables investment in mutual funds through the Fabits MyWealth platform with na…
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| 32571 |
Enables AI assistants to perform Aerodrome Finance DEX operations on Base chain…
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| 32572 |
Soulseek MCP Server
Claim
Enables Claude to search and download music files from the Soulseek peer-to-pee…
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| 32573 |
dnd-beyond-mcp
Claim
Enables reading D\&D Beyond characters and campaigns through Claude using Playw…
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| 32574 |
Gmail AutoAuth
Claim
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
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| 32575 |
divergent-thinking-mcp
Claim
Provides a comprehensive creative thinking tool with methods like structured pr…
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| 32576 |
api-mock-server
Claim
Cloudflare Workers MCP server: api-mock-server
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| 32577 |
Email sending API for AI agents. Send transactional emails programmatically — t…
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| 32578 |
custom-mcp-server
Claim
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
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| 32579 |
MCP Server Practice
Claim
A practice project demonstrating how to build Model Context Protocol servers wi…
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| 32580 |
git-mcp
Claim
Enables AI agents to perform full Git operations including branching, committin…
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| 32581 |
XcodeBazelMCP
Claim
A comprehensive MCP server and CLI for Bazel-based Apple platform development, …
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| 32582 |
plumb-mcp
Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
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| 32583 |
mcp-rcsb-pdb
Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
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| 32584 |
disk-space-mcp
Claim
Enables checking and validating disk space usage via a single tool, reporting t…
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| 32585 |
dingdawg-loop
Claim
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
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| 32586 |
easy-mysql-mcp
Claim
Enables AI assistants to inspect and query a MySQL database through safe, struc…
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| 32587 |
mcp-open-corporates
Claim
OpenCorporates MCP provides free, no-auth access to global company registry dat…
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| 32588 |
mcp-lint
Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
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| 32589 |
MCP Goat
Claim
A deliberately vulnerable MCP application for learning MCP security through han…
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| 32590 |
Minecraft Document MCP
Claim
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
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| 32591 |
Obsidian MCP Server
Claim
Enables AI assistants to search, read, and append content to notes in an Obsidi…
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| 32592 |
mcp-openalex
Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
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| 32593 |
Enables on-device text translation via a local TranslateGemma LLM API, supporti…
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| 32594 |
weather-mcp-server
Claim
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| 32595 |
Cerevox MCP Server
Claim
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
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| 32596 |
debug-mcp-server
Claim
A minimal MCP server for debugging MCP clients. It echoes back everything it re…
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| 32597 |
tokenlite-mysql-mcp
Claim
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
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| 32598 |
airflow-unfactor
Claim
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
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| 32599 |
Text2Event
Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
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| 32600 |
Dynamic MCP Server
Claim
A flexible, extensible framework for building MCP servers with API key authenti…
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