MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20851 |
Enables AI models like Claude to manage WordPress sites through the WordPress R…
|
B 73 4⁄4 | ||||||||
| 20852 |
Cloudflare MCP Server — 84 tools for DNS, Tunnels, WAF, Zero Trust, R2, KV & Wo…
|
B 73 4⁄3 | ||||||||
| 20853 |
Acts as a security checkpoint for AI coding agents by intercepting package inst…
|
B 73 3⁄3 | ||||||||
| 20854 |
Shared memory hub for LLMs to persist and share project context, enabling seaml…
|
B 73 3⁄3 | ||||||||
| 20855 |
Apache Doris MCP Server
|
B 73 4⁄3 | ||||||||
| 20856 |
inbed
Claim
AI agent dating — personality matching, compatibility scoring, and real convers…
|
B 73 3⁄3 | ||||||||
| 20857 |
Gives a Microsoft Copilot Studio agent Claude-Code-style tools to read, edit, s…
|
B 73 3⁄3 | ||||||||
| 20858 |
whmcs-mcp-server
Claim
MCP server to help manage a WHMCS installation.
|
B 73 4⁄4 | ||||||||
| 20859 |
Control Windows desktop via MCP: mouse, keyboard, screenshots, clipboard, and a…
|
B 73 3⁄3 | ||||||||
| 20860 |
spikes
Claim
UI feedback for AI-assisted building. Click elements, rate them, agents triage …
|
B 73 3⁄3 | ||||||||
| 20861 |
An MCP server for indexing and searching Commodore 64 documentation using full-…
|
B 73 4⁄4 | ||||||||
| 20862 |
A Model Context Protocol (MCP) server that provides persistent memory and conte…
|
B 73 4⁄4 | ||||||||
| 20863 |
Search, read, (bulk) edit the documents and metadata in your Paperless NGX inst…
|
B 73 4⁄3 | ||||||||
| 20864 |
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
|
B 73 3⁄3 | ||||||||
| 20865 |
Model Context Protocol Server for European Parliament Open Data
Providing AI as…
|
B 73 4⁄3 | ||||||||
| 20866 |
MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays…
|
B 73 3⁄3 | ||||||||
| 20867 |
symfony-mcp-server
Claim
A Symfony package designed for building secure servers based on the Model Conte…
|
B 73 3⁄3 | ||||||||
| 20868 |
Manage Airtable bases: schema, field CRUD, views, formula validation, extensions
|
B 73 3⁄3 | ||||||||
| 20869 |
Persistent semantic memory API for AI agents via BlueColumn.
|
B 73 3⁄3 | ||||||||
| 20870 |
MCP server to access Costco warehouse receipts and online orders via their inte…
|
B 73 3⁄3 | ||||||||
| 20871 |
Automates carbon credit project registration document review, transforming 6-8 …
|
B 73 3⁄3 | ||||||||
| 20872 |
Recession probability, capital rotation scoring, and economic data API
|
B 72 3⁄3 | ||||||||
| 20873 |
Open source contribution manager with PR tracking across repos, issue discovery…
|
B 72 3⁄3 | ||||||||
| 20874 |
A comprehensive server enabling natural language interaction with Storyblok CMS…
|
B 72 4⁄4 | ||||||||
| 20875 |
ElizaOS plugin allowing agents to connect to MCP servers
|
B 72 4⁄3 | ||||||||
| 20876 |
Integrate ClickUp tasks with AI applications to streamline your project managem…
|
B 72 4⁄4 | ||||||||
| 20877 |
scraps
Claim
Scraps is a portable CLI knowledge hub for managing interconnected Markdown doc…
|
B 72 4⁄3 | ||||||||
| 20878 |
MCP Server Trello
Claim
Enables seamless integration with Trello boards, allowing users to manage cards…
|
B 72 4⁄4 | ||||||||
| 20879 |
Enables AI assistants to interact with Databricks workspaces programmatically, …
|
B 72 4⁄4 | ||||||||
| 20880 |
Enables AI assistants to play interactive fiction games (Glulx and Z-machine) t…
|
B 72 3⁄3 | ||||||||
| 20881 |
Enables automated control of TradingView Desktop via Chrome DevTools Protocol w…
|
B 72 3⁄3 | ||||||||
| 20882 |
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
|
B 72 3⁄3 | ||||||||
| 20883 |
Zero-dependency Python SDK for WeChat Bot (iLink protocol) — text, image, video…
|
B 72 3⁄3 | ||||||||
| 20884 |
Interact with Metabase seamlessly. Access dashboards, execute queries, and retr…
|
B 72 4⁄4 | ||||||||
| 20885 |
WEBGhosting-MCP
Claim
Intelligent stealth browser MCP server for AI agents with 30 tools, 22 anti fin…
|
B 72 3⁄3 | ||||||||
| 20886 |
just-mcp
Claim
Share the same project justfile tasks with your AI Coding Agent.
|
B 72 4⁄3 | ||||||||
| 20887 |
brain-in-the-fish
Claim
Score any document. Prove every claim.
|
B 72 3⁄3 | ||||||||
| 20888 |
dotnet-template-mcp
Claim
Search, inspect, preview, and create .NET projects from dotnet new templates vi…
|
B 72 3⁄3 | ||||||||
| 20889 |
Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP in…
|
B 72 4⁄3 | ||||||||
| 20890 |
Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama…
|
B 72 3⁄3 | ||||||||
| 20891 |
ronykit
Claim
API Framework supporting REST and RPC.
|
B 72 3⁄3 | ||||||||
| 20892 |
Unity-AI-Animation
Claim
AI-powered tools for Unity animation workflow. Create and modify AnimationClips…
|
B 72 3⁄3 | ||||||||
| 20893 |
|
B 72 3⁄3 | ||||||||
| 20894 |
Enables querying Rybbit Analytics data directly through MCP-compatible clients …
|
B 72 4⁄4 | ||||||||
| 20895 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude and Cursor to interact directly with Figma to…
|
B 72 4⁄3 | ||||||||
| 20896 |
An MCP server that connects AI assistants to FL Studio for music production via…
|
B 72 3⁄3 | ||||||||
| 20897 |
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
|
B 72 4⁄4 | ||||||||
| 20898 |
MCP server for Duplicacy — monitor backup status and Prometheus metrics
|
B 72 3⁄3 | ||||||||
| 20899 |
Automates Android Virtual Device operations by enabling users to start emulator…
|
B 72 4⁄3 | ||||||||
| 20900 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||