MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23401 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||
| 23402 |
A Model Context Protocol (MCP) server that provides tools, resources, and promp…
|
C 59 4⁄3 | ||||||||
| 23403 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23404 |
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
C 59 4⁄3 | ||||||||
| 23405 |
Enables AI agents to manage and interact with Apache AGE graph databases throug…
|
C 59 4⁄4 | ||||||||
| 23406 |
spotify-mcp-ts
Claim
|
C 59 3⁄3 | ||||||||
| 23407 |
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
|
C 59 4⁄4 | ||||||||
| 23408 |
This server enables users to perform bulk WHOIS lookups via the apispot.io WHOI…
|
C 59 4⁄3 | ||||||||
| 23409 |
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any M…
|
C 59 4⁄3 | ||||||||
| 23410 |
bay-event-map-backend
Claim
|
C 59 3⁄3 | ||||||||
| 23411 |
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
|
C 59 4⁄3 | ||||||||
| 23412 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||
| 23413 |
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
|
C 59 3⁄3 | ||||||||
| 23414 |
Enables fetching stock quotes, historical prices as CSV, and plain-text Unicode…
|
C 59 3⁄3 | ||||||||
| 23415 |
An MCP server that integrates the Dex personal CRM API with AI assistants to ma…
|
C 59 4⁄4 | ||||||||
| 23416 |
MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, …
|
C 59 4⁄3 | ||||||||
| 23417 |
An open-source "brain" for AI employees that enables users to create, manage, a…
|
C 59 4⁄4 | ||||||||
| 23418 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 23419 |
commonersdao-mcp
Claim
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
|
C 59 4⁄3 | ||||||||
| 23420 |
A high-performance Model Context Protocol (MCP) server designed for large langu…
|
C 59 4⁄4 | ||||||||
| 23421 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 23422 |
|
C 59 3⁄3 | ||||||||
| 23423 |
|
C 59 3⁄3 | ||||||||
| 23424 |
leadflip
Claim
|
C 59 3⁄3 | ||||||||
| 23425 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23426 |
cosmotop
Claim
Multiplatform system monitoring tool using Cosmopolitan Libc
|
C 59 4⁄3 | ||||||||
| 23427 |
Enables AI models to generate production-ready, 60fps-optimized GSAP animation …
|
C 59 4⁄4 | ||||||||
| 23428 |
MobSF MCP Server
Claim
A Node.js-based Model Context Protocol implementation that provides a standardi…
|
C 59 4⁄4 | ||||||||
| 23429 |
|
C 59 3⁄3 | ||||||||
| 23430 |
Enables comprehensive management of Proxmox virtualization infrastructure throu…
|
C 59 4⁄4 | ||||||||
| 23431 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 23432 |
Chuck Norris MCP Server
Claim
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts…
|
C 59 4⁄4 | ||||||||
| 23433 |
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
|
C 59 4⁄4 | ||||||||
| 23434 |
A Model Context Protocol (MCP) server that converts various file formats to Mar…
|
C 59 4⁄3 | ||||||||
| 23435 |
A Model Context Protocol server that provides enhanced browser automation capab…
|
C 59 4⁄4 | ||||||||
| 23436 |
An aggregator for real-time hot topics and news from major social and financial…
|
C 59 4⁄3 | ||||||||
| 23437 |
Enables secure, audited file operations with LLMs by enforcing implementation p…
|
C 59 4⁄3 | ||||||||
| 23438 |
Mindmup2GoogleDriveMCP
Claim
A Model Context Protocol (MCP) server that provides seamless integration betwee…
|
C 59 4⁄3 | ||||||||
| 23439 |
Enables AI agents to interact with collaborative Jupyter notebooks and document…
|
C 59 4⁄4 | ||||||||
| 23440 |
MCP-Defender
Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
|
C 59 4⁄3 | ||||||||
| 23441 |
Enables interaction with the Bitpanda cryptocurrency exchange through their Dev…
|
C 59 4⁄4 | ||||||||
| 23442 |
Dify MCP
Claim
Enables validation of Dify Workflow DSL YAML files through MCP protocol. Allows…
|
C 59 4⁄3 | ||||||||
| 23443 |
MCPify
Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
|
C 59 4⁄4 | ||||||||
| 23444 |
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian …
|
C 59 4⁄4 | ||||||||
| 23445 |
MCP server for document ingestion and semantic search on Qdrant. Enables ingest…
|
C 59 3⁄3 | ||||||||
| 23446 |
Astro Blog MCP Server
Claim
Enables automated blog post creation and management for Astro blogs deployed on…
|
C 59 4⁄4 | ||||||||
| 23447 |
ai-forge-mcp
Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
|
C 59 3⁄3 | ||||||||
| 23448 |
Enables interaction with blockchain networks through the Rosetta API standard f…
|
C 59 4⁄4 | ||||||||
| 23449 |
Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritiza…
|
C 59 4⁄3 | ||||||||
| 23450 |
A Model Context Protocol (MCP) server that exposes the Untappd API as tools for…
|
C 59 3⁄3 | ||||||||