MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16001 |
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
|
F 25 5⁄5 | ||||||||
| 16002 |
Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox…
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F 25 5⁄5 | ||||||||
| 16003 |
Model Context Protocol server that enables AI assistants to perform keyword res…
|
F 25 5⁄4 | ||||||||
| 16004 |
An MCP server that integrates fal.ai's image generation and editing capabilitie…
|
F 25 6⁄6 | ||||||||
| 16005 |
Enables intelligent search and question-answering over PDF documents using sema…
|
F 25 5⁄4 | ||||||||
| 16006 |
Provides secure, sandboxed file system access for AI assistants to read, write,…
|
F 25 5⁄5 | ||||||||
| 16007 |
Enhances the MCP memory server by implementing PouchDB for robust document stor…
|
F 25 5⁄4 | ||||||||
| 16008 |
Automates the generation of professional worklogs by analyzing git commits with…
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F 25 5⁄5 | ||||||||
| 16009 |
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
|
F 25 5⁄4 | ||||||||
| 16010 |
Connects Claude with Spotify, allowing users to control playback, search for mu…
|
F 25 5⁄4 | ||||||||
| 16011 |
Search and discover movies and TV shows with torrent links, quality scoring, st…
|
F 25 5⁄5 | ||||||||
| 16012 |
Connects Claude with Matrix/Element to read and search messages across rooms. E…
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F 25 5⁄5 | ||||||||
| 16013 |
|
F 25 5⁄5 | ||||||||
| 16014 |
Allows AI models to interact with Obsidian notes through the Local REST API, en…
|
F 25 5⁄4 | ||||||||
| 16015 |
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
|
F 25 5⁄5 | ||||||||
| 16016 |
Self-hosted MCP server for live documentation, code audits, and best practices.…
|
F 25 5⁄4 | ||||||||
| 16017 |
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
|
F 25 5⁄4 | ||||||||
| 16018 |
AI-powered content and image generation server with Google Imagen 3/4 for image…
|
F 25 5⁄5 | ||||||||
| 16019 |
Enables browser automation using Python scripts, offering operations like takin…
|
F 25 5⁄5 | ||||||||
| 16020 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
F 25 5⁄5 | ||||||||
| 16021 |
Enables AI assistants to search for business leads using FlashLeads' web harves…
|
F 25 5⁄5 | ||||||||
| 16022 |
MCP server for Kroger - search products, manage cart, place grocery orders
|
F 25 5⁄4 | ||||||||
| 16023 |
A Model Context Protocol server that enables Claude Desktop integration with AA…
|
F 25 5⁄5 | ||||||||
| 16024 |
Enables users to create and manage activities in the meupontoonline system thro…
|
F 25 5⁄5 | ||||||||
| 16025 |
Integrates OpenAI GPT-5 capabilities into Claude Code, providing autonomous age…
|
F 25 5⁄5 | ||||||||
| 16026 |
Enables AI assistants to create and manage Hellō applications with full develop…
|
F 25 6⁄6 | ||||||||
| 16027 |
Enables searching for job opportunities across multiple platforms like Upwork, …
|
F 25 5⁄5 | ||||||||
| 16028 |
An MCP server that enables LLMs to generate high-quality SVG charts using matpl…
|
F 25 5⁄5 | ||||||||
| 16029 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16030 |
LLM-driven context and memory management with wide-recall + precise-reranking R…
|
F 25 5⁄5 | ||||||||
| 16031 |
Your AI finds the right people for you. Agent-to-agent professional networking.
|
F 25 5⁄5 | ||||||||
| 16032 |
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
|
F 25 6⁄6 | ||||||||
| 16033 |
MCP Server Framework and Tool Development library for building custom capabilit…
|
F 25 5⁄4 | ||||||||
| 16034 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 16035 |
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
|
F 25 6⁄6 | ||||||||
| 16036 |
Enables comprehensive interaction with DHIS2 health information systems through…
|
F 25 5⁄5 | ||||||||
| 16037 |
An implementation of Claude Code as a Model Context Protocol server that enable…
|
F 25 5⁄5 | ||||||||
| 16038 |
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolag…
|
F 25 5⁄5 | ||||||||
| 16039 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16040 |
Enables interaction with Insperity's REST API to access employee data, includin…
|
F 25 5⁄5 | ||||||||
| 16041 |
Enables AI models to interact with Fastmail accounts via the JMAP API through t…
|
F 25 5⁄5 | ||||||||
| 16042 |
AI image generation using Google Gemini's nano banana model.
|
F 25 5⁄4 | ||||||||
| 16043 |
Read+write MCP server for Zotero with full write support — create items, manage…
|
F 25 5⁄5 | ||||||||
| 16044 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16045 |
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
|
F 25 5⁄4 | ||||||||
| 16046 |
A lightweight server that provides detailed text analysis, counting total chara…
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F 25 5⁄4 | ||||||||
| 16047 |
Automate the backup of your Cloudflare projects to a GitHub repository. Ensure …
|
F 25 5⁄4 | ||||||||
| 16048 |
Provides large language models with access to news and information about renewa…
|
F 25 5⁄5 | ||||||||
| 16049 |
A Python-based server that helps users easily install and configure other MCP s…
|
F 25 5⁄4 | ||||||||
| 16050 |
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
|
F 25 5⁄5 | ||||||||