MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15651 |
Enables structured, step-by-step problem-solving through dynamic thinking proce…
|
F 30 5⁄5 | ||||||||
| 15652 |
This project provides a toolset to crawl websites wikis, tool/library documenti…
|
F 30 5⁄4 | ||||||||
| 15653 |
Enables page search and retrieval from Confluence using the Model Context Proto…
|
F 30 5⁄5 | ||||||||
| 15654 |
MCP Server for Membrane
|
F 30 5⁄5 | ||||||||
| 15655 |
A local code indexing and search library that enables AI agents to perform sema…
|
F 30 5⁄4 | ||||||||
| 15656 |
MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), col…
|
F 30 5⁄5 | ||||||||
| 15657 |
A TypeScript-based MCP server that enables testing of REST APIs through Cline. …
|
F 30 5⁄4 | ||||||||
| 15658 |
A focused project memory system that provides knowledge graph capabilities and …
|
F 30 5⁄4 | ||||||||
| 15659 |
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP to…
|
F 30 5⁄5 | ||||||||
| 15660 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
|
F 30 5⁄5 | ||||||||
| 15661 |
Aggregates multiple MCP servers into a single gateway with unified top-level to…
|
F 30 5⁄5 | ||||||||
| 15662 |
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
|
F 30 5⁄5 | ||||||||
| 15663 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15664 |
A powerful integration server that combines Netbox's network infrastructure man…
|
F 30 5⁄5 | ||||||||
| 15665 |
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
|
F 30 5⁄5 | ||||||||
| 15666 |
Enables AI agents to write and execute Python code in an isolated sandbox that …
|
F 30 5⁄4 | ||||||||
| 15667 |
Dig through any documentation with AI - MCP server for Claude, Cursor, and othe…
|
F 30 6⁄6 | ||||||||
| 15668 |
Provides AI-powered selection and generation of specialized system prompts from…
|
F 30 5⁄5 | ||||||||
| 15669 |
🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and …
|
F 30 5⁄5 | ||||||||
| 15670 |
|
F 30 5⁄4 | ||||||||
| 15671 |
Explore French communes and cadastral parcels based on name and surface
|
F 30 5⁄5 | ||||||||
| 15672 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15673 |
Generate tailored quality criteria and scoring guides from your task descriptio…
|
F 30 6⁄6 | ||||||||
| 15674 |
Enables searching for files based on creation or modification timestamps within…
|
F 30 5⁄5 | ||||||||
| 15675 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15676 |
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
F 30 5⁄4 | ||||||||
| 15677 |
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
|
F 30 5⁄5 | ||||||||
| 15678 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15679 |
An MCP server that helps developers integrate Vonage API capabilities by provid…
|
F 30 5⁄5 | ||||||||
| 15680 |
|
F 30 5⁄4 | ||||||||
| 15681 |
An MCP server that converts Markdown to HTML, supporting both stdio and HTTP in…
|
F 30 5⁄5 | ||||||||
| 15682 |
A standalone Model Context Protocol service that connects MasterGo design tools…
|
F 30 5⁄5 | ||||||||
| 15683 |
Enables AI agents to interact with the AI-Archive platform for research paper d…
|
F 30 5⁄5 | ||||||||
| 15684 |
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
|
F 30 5⁄4 | ||||||||
| 15685 |
A server that connects to the Databricks Genie API, allowing LLMs to ask natura…
|
F 30 5⁄5 | ||||||||
| 15686 |
A Model Context Protocol (MCP) server that provides JSON-RPC functionality thro…
|
F 30 5⁄5 | ||||||||
| 15687 |
Integrates Claude Desktop with Super Singularity's course creation API, enablin…
|
F 30 5⁄5 | ||||||||
| 15688 |
A sample MCP server that provides basic arithmetic tools like addition, subtrac…
|
F 30 5⁄4 | ||||||||
| 15689 |
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
|
F 30 5⁄4 | ||||||||
| 15690 |
A Model Context Protocol server that enables monitoring and analysis of Precisi…
|
F 30 5⁄4 | ||||||||
| 15691 |
Provides OCR services powered by Google's Gemini API to extract text from image…
|
F 30 5⁄5 | ||||||||
| 15692 |
A mock MCP server for testing MCP client implementations and development workfl…
|
F 30 5⁄5 | ||||||||
| 15693 |
A Node.js MCP server that enables AI assistants to interact with Yandex Tracker…
|
F 30 5⁄5 | ||||||||
| 15694 |
Enables direct interaction with the Discord API using both REST API calls and s…
|
F 30 5⁄5 | ||||||||
| 15695 |
An MCP server that provides a tool to extract text content from local PDF files…
|
F 30 5⁄4 | ||||||||
| 15696 |
Execute PowerShell commands securely with controlled timeouts and input validat…
|
F 30 5⁄4 | ||||||||
| 15697 |
|
F 30 5⁄4 | ||||||||
| 15698 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 15699 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
|
F 30 5⁄5 | ||||||||
| 15700 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
|
F 30 5⁄5 | ||||||||