MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37751 |
JJ Planner MCP Server
Claim
Enables AI agents to manage projects, tasks, and schedules in JJ Planner throug…
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| 37752 |
support-rules-mcp
Claim
A Snowflake-hosted MCP server that provides comprehensive rules for troubleshoo…
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| 37753 |
Sefaria MCP Server
Claim
Enables LLMs to access and search Jewish texts from the Sefaria library through…
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| 37754 |
XLMCP
Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
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| 37755 |
Insurer denial rates, appeal outcomes by treatment and condition, and appeal ri…
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| 37756 |
Enables building ChatGPT apps with custom UI widgets via a minimal Node.js MCP …
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| 37757 |
Helps systematically refine vague ideas into well-structured prompts through gu…
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| 37758 |
mcpsafetywarden
Claim
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
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| 37759 |
Kratos-MCP
Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
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| 37760 |
MCP C++ Analyzer
Claim
Provides precise C++ code semantic analysis for AI coding tools like Claude Cod…
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| 37761 |
Postman MCP Server
Claim
An MCP server that exposes Postman API requests as tools, enabling natural lang…
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| 37762 |
Higgsfield AI MCP Server
Claim
MCP server integrating Higgsfield AI API for image generation, video animation,…
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| 37763 |
plaky-mcp
Claim
Wraps the Plaky project-management REST API as MCP tools for managing spaces, b…
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| 37764 |
antigravity-terminal-mcp
Claim
Windows-focused MCP server for terminal automation with persistent PowerShell s…
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| 37765 |
MyArxivDB_MCP
Claim
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
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| 37766 |
jan-mcp
Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
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| 37767 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 37768 |
weather-mcp
Claim
Provides US weather alerts by state and forecasts by coordinates using the Nati…
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| 37769 |
Bloghunch MCP Server
Claim
Connects AI assistants to Bloghunch publications for automating content creatio…
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| 37770 |
Edge DevTools MCP
Claim
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
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| 37771 |
fanfou-mcp
Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
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| 37772 |
ropey
Claim
Enables coding agents to perform safe, project-wide Python refactoring (rename,…
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| 37773 |
zju-mcp
Claim
Enables interaction with Zhejiang University's learning platform (学在浙大 / 智云课堂) …
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| 37774 |
wikipedia-mcp
Claim
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
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| 37775 |
orca-ai-mcp
Claim
Integrates with Orca AI's HUNT Platform API to search for information about peo…
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| 37776 |
Todoist MCP Server
Claim
Enables AI assistants to manage Todoist tasks and projects with CRUD operations…
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| 37777 |
OpenAI Image MCP Server
Claim
A Model Context Protocol server that enables generating, editing, and multi-tur…
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| 37778 |
Userology MCP Server
Claim
Enables AI assistants to interact with the Userology UX research platform for c…
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| 37779 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 37780 |
claude-memory
Claim
A persistent memory MCP server for Claude Code that enables long-term recall ac…
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| 37781 |
MyFitnessPal MCP Server
Claim
Enables AI assistants to interact with MyFitnessPal data including food diary, …
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| 37782 |
CHIM MCP Server
Claim
Exposes CHIM change-management workflows (changes, outages, retros, and change …
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| 37783 |
MCP Server
Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
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| 37784 |
verbatim-mcp
Claim
Search academic papers and ask research questions with verbatim, cited answers …
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| 37785 |
cockpit-mcp
Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
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| 37786 |
mcp-server-demo
Claim
A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list…
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| 37787 |
mcp-theaudiodb
Claim
Provides access to music metadata from TheAudioDB community database through MC…
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| 37788 |
Espresso MCP
Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
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| 37789 |
GOV.UK Design System MCP
Claim
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
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| 37790 |
AnythingMCP
Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
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| 37791 |
SpacetimeDB MCP Server
Claim
Enables AI assistants to interact with SpacetimeDB instances, query tables, cal…
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| 37792 |
make-mcp
Claim
This MCP server provides integration with Make.com (formerly Integromat) for wo…
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| 37793 |
NiftyPM MCP Server
Claim
A Model Context Protocol server that exposes the NiftyPM project management API…
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| 37794 |
screengrab-tool-mcp
Claim
Lets an LLM see what's on your screen by capturing an entire monitor or a speci…
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| 37795 |
ghost-browser
Claim
An MCP server that provides an undetectable Playwright browser to bypass Cloudf…
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| 37796 |
Blog posts, work experience, projects and contact details for Markus Tenghamn, …
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| 37797 |
ctxmem
Claim
Provides AI agents with persistent, local, and shareable project memory by stor…
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| 37798 |
moxfield-mcp
Claim
Enables searching public decklists, fetching deck card lists and prices from Mo…
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| 37799 |
Dexcom Share MCP Server
Claim
Provides real-time Dexcom CGM glucose data to MCP clients via the unofficial Sh…
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| 37800 |
md-mcp
Claim
An MCP server that provides surgical read/write access to individual sections o…
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