MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8701 |
Analyzes git changes in repositories and generates conventional commit messages…
|
C 68 5⁄5 | ||||||||
| 8702 |
Extract structured data from websites using AI models. Simplify data extraction…
|
C 68 5⁄5 | ||||||||
| 8703 |
MCP Server for Brazilian ICD-10 (DATASUS) - International Classification of Dis…
|
C 68 5⁄4 | ||||||||
| 8704 |
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
|
C 68 5⁄5 | ||||||||
| 8705 |
An MCP server that provides LinkedIn & Reddit data
|
C 68 5⁄4 | ||||||||
| 8706 |
Fireproof ledger database with multi-user sync
|
C 68 5⁄5 | ||||||||
| 8707 |
An MCP server that provides simple query capabilities for Google Cloud Datastor…
|
C 68 5⁄5 | ||||||||
| 8708 |
Provides persistent AI agent memory using a local vector database for long-term…
|
C 68 4⁄4 | ||||||||
| 8709 |
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
C 68 5⁄4 | ||||||||
| 8710 |
Provides comprehensive filesystem operations (read, write, list, create, delete…
|
C 68 5⁄5 | ||||||||
| 8711 |
Provides integration with The Movie Database (TMDB) API for searching movies, T…
|
C 68 5⁄5 | ||||||||
| 8712 |
Automatically generates conventional commit messages from staged git changes an…
|
C 68 5⁄5 | ||||||||
| 8713 |
Provides AI assistants with access to Payman's documentation, helping developer…
|
C 68 5⁄5 | ||||||||
| 8714 |
Enables AI assistants to interact with MariaDB databases through standard SQL o…
|
C 68 5⁄5 | ||||||||
| 8715 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 8716 |
JMAP MCP Server
|
C 68 5⁄5 | ||||||||
| 8717 |
A Python-based MCP server that enables integration with Microsoft Security Copi…
|
C 68 5⁄5 | ||||||||
| 8718 |
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
|
C 68 5⁄4 | ||||||||
| 8719 |
Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.
|
C 68 5⁄4 | ||||||||
| 8720 |
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
|
C 68 5⁄5 | ||||||||
| 8721 |
brave search
|
C 68 5⁄5 | ||||||||
| 8722 |
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
|
C 68 5⁄5 | ||||||||
| 8723 |
An intermediate agent server that enhances LLMs with weather data capabilities …
|
C 68 5⁄5 | ||||||||
| 8724 |
Enables Claude to control Spotify features including playback control, playlist…
|
C 68 5⁄5 | ||||||||
| 8725 |
Hello Widget Example
Claim
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
|
C 68 5⁄5 | ||||||||
| 8726 |
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
|
C 68 5⁄5 | ||||||||
| 8727 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 68 5⁄5 | ||||||||
| 8728 |
Enables cost-effective repository analysis, code search, file editing, and task…
|
C 68 5⁄5 | ||||||||
| 8729 |
A Model Context Protocol server that enables managing Terrakube infrastructure …
|
C 68 5⁄5 | ||||||||
| 8730 |
Integrates Google Flights data into AI workflows for natural language flight se…
|
C 68 5⁄5 | ||||||||
| 8731 |
Enables fast code analysis and navigation through hybrid semantic search, graph…
|
C 68 5⁄4 | ||||||||
| 8732 |
A simple Model Context Protocol server providing basic utility tools including …
|
C 68 5⁄4 | ||||||||
| 8733 |
Web-LLM MCP Server
Claim
A server that enables browser-based local LLM inference using Playwright to aut…
|
C 68 5⁄4 | ||||||||
| 8734 |
Enables Trae IDE to parse and query Swagger/Knife4j API documentation by conver…
|
C 68 5⁄4 | ||||||||
| 8735 |
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
|
C 68 5⁄4 | ||||||||
| 8736 |
Enables interaction with CubeCobra's API to access and manage Magic: The Gather…
|
C 68 5⁄5 | ||||||||
| 8737 |
Enables AI assistants to directly read, write, and manage Feishu documents, spr…
|
C 68 5⁄5 | ||||||||
| 8738 |
Enables interaction with Google Spreadsheets through the Model Context Protocol…
|
C 68 5⁄5 | ||||||||
| 8739 |
websearch-mcp
Claim
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
C 68 5⁄5 | ||||||||
| 8740 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 68 5⁄5 | ||||||||
| 8741 |
FastMCP Tools Calculator
Claim
A demonstration MCP server that provides calculator functionality through both …
|
C 68 5⁄4 | ||||||||
| 8742 |
A Model Context Protocol server implementation that connects AI assistants to D…
|
C 68 5⁄5 | ||||||||
| 8743 |
An MCP server that generates AI agent tools from Postman collections and reques…
|
C 68 5⁄5 | ||||||||
| 8744 |
Provides comprehensive access to Escape from Tarkov game data, including item s…
|
C 68 5⁄5 | ||||||||
| 8745 |
A zero-dependency MCP server that provides a persistent personal knowledge base…
|
C 68 5⁄4 | ||||||||
| 8746 |
Enables AI applications to access and contextualize organizational knowledge so…
|
C 68 5⁄5 | ||||||||
| 8747 |
A Model Context Protocol server that provides image generation capabilities usi…
|
C 68 5⁄5 | ||||||||
| 8748 |
Save 30-75% on Manus AI credits through intelligent model routing, smart testin…
|
C 68 5⁄4 | ||||||||
| 8749 |
A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs …
|
C 68 5⁄4 | ||||||||
| 8750 |
Let agents use the shell like a human.
|
C 68 5⁄4 | ||||||||