MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23051 |
A Model Context Protocol server that provides tools for managing providers, cli…
|
C 62 4⁄4 | ||||||||
| 23052 |
A Model Context Protocol server that generates prompts based on Git repository …
|
C 62 4⁄3 | ||||||||
| 23053 |
An MCP server that extracts clean Markdown or HTML content from web pages by st…
|
C 62 3⁄3 | ||||||||
| 23054 |
Enables interaction with the Observe platform through OPAL query execution, wor…
|
C 62 4⁄4 | ||||||||
| 23055 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 23056 |
Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.
|
C 62 3⁄3 | ||||||||
| 23057 |
Stop vibecoding blind. Code graph so your AI stops breaking things across your …
|
C 62 4⁄3 | ||||||||
| 23058 |
ERPNext MCP Server
Claim
Enables interaction with ERPNext instances via its REST API to manage documents…
|
C 62 4⁄4 | ||||||||
| 23059 |
Enables AI agents to manage Argo Workflows through REST API, supporting workflo…
|
C 62 4⁄4 | ||||||||
| 23060 |
CLI and MCP server for the LinkedIn API
|
C 62 4⁄3 | ||||||||
| 23061 |
Pipedream MCP provides access to 10,000+ tools from 3,000+ APIs, all with secur…
|
C 62 4⁄3 | ||||||||
| 23062 |
macPilotCli
Claim
MacPilot CLI is a mcp server, It provides a collection of system tools that all…
|
C 62 3⁄3 | ||||||||
| 23063 |
AI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, H…
|
C 62 3⁄3 | ||||||||
| 23064 |
A multi-AI MCP server that orchestrates 37 specialist agents across 9 AI tools …
|
C 62 4⁄3 | ||||||||
| 23065 |
mcgravity
Claim
A proxy tool for composing multiple MCP servers into one unified endpoint. Scal…
|
C 62 4⁄3 | ||||||||
| 23066 |
Enables users to search and retrieve South Korean statutes, precedents, and adm…
|
C 62 4⁄4 | ||||||||
| 23067 |
|
C 62 3⁄3 | ||||||||
| 23068 |
mcp-config-manager
Claim
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
|
C 62 4⁄3 | ||||||||
| 23069 |
dottedsign-mcp
Claim
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage …
|
C 62 3⁄3 | ||||||||
| 23070 |
|
C 61 3⁄3 | ||||||||
| 23071 |
Enables natural language querying of EFSA's OpenFoodTox database containing 8,0…
|
C 61 4⁄3 | ||||||||
| 23072 |
A demo MCP server with tools for getting weather via wttr.in and executing read…
|
C 61 3⁄3 | ||||||||
| 23073 |
Enhanced graph-based memory with a focus on AI role-play and story generation
|
C 61 4⁄3 | ||||||||
| 23074 |
Experimental code intelligence platform for Claude Code with AST parsing and co…
|
C 61 4⁄3 | ||||||||
| 23075 |
Provides access to Formula 1 data including driver and constructor championship…
|
C 61 4⁄4 | ||||||||
| 23076 |
Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomou…
|
C 61 4⁄3 | ||||||||
| 23077 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 23078 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 23079 |
Production-ready MCP server for AI-driven console automation and monitoring. 40…
|
C 61 4⁄3 | ||||||||
| 23080 |
Enables interaction with GitHub repositories through the GitHub API using fastM…
|
C 61 4⁄4 | ||||||||
| 23081 |
A universal bridge that turns legacy backend services and modern APIs into AI-a…
|
C 61 4⁄4 | ||||||||
| 23082 |
osaurus
Claim
Own your AI. The native macOS harness for AI agents -- any model, persistent me…
|
C 61 4⁄3 | ||||||||
| 23083 |
MCP Email Service
Claim
Enables multi-account email management with AI-powered monitoring, intelligent …
|
C 61 4⁄4 | ||||||||
| 23084 |
Githru
Claim
Analyze GitHub repositories to uncover contributor impact, PR complexity, and a…
|
C 61 4⁄3 | ||||||||
| 23085 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 23086 |
Enables AI assistants to interact with GitHub through the PyGithub library, pro…
|
C 61 4⁄4 | ||||||||
| 23087 |
awesome-mcp-hardware
Claim
Awesome list of MCP servers for interacting with hardware and the physical worl…
|
C 61 3⁄3 | ||||||||
| 23088 |
Unified context intelligence layer for AI agents, enabling orchestration of mem…
|
C 61 4⁄3 | ||||||||
| 23089 |
Enables retrieval-augmented generation (RAG) by indexing and searching through …
|
C 61 4⁄4 | ||||||||
| 23090 |
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code vi…
|
C 61 3⁄3 | ||||||||
| 23091 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 23092 |
Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM p…
|
C 61 3⁄3 | ||||||||
| 23093 |
HTTP MCP Client-Server for video enhancement API
|
C 61 3⁄3 | ||||||||
| 23094 |
mcp-security-checklist
Claim
MCP is being adopted rapidly. Security guidance is lagging behind. This checkli…
|
C 61 3⁄3 | ||||||||
| 23095 |
A FastAPI-based microservice that analyzes job URLs and extracts detailed compa…
|
C 61 4⁄4 | ||||||||
| 23096 |
MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole c…
|
C 61 3⁄3 | ||||||||
| 23097 |
Enables AI assistants to access Google's Threat Intelligence suite for file ana…
|
C 61 4⁄4 | ||||||||
| 23098 |
|
C 61 4⁄3 | ||||||||
| 23099 |
An MCP server that provides AI assistants with full access to Infoblox NIOS for…
|
C 61 4⁄4 | ||||||||
| 23100 |
Non-custodial x402 payment layer for AI agents. Agents sign transactions from t…
|
C 61 4⁄3 | ||||||||