MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8951 |
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
|
C 68 5⁄5 | ||||||||
| 8952 |
LMStudio-MCP
Claim
A bridge that allows Claude to communicate with locally running LLM models via …
|
C 68 5⁄4 | ||||||||
| 8953 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8954 |
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
|
C 68 5⁄5 | ||||||||
| 8955 |
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
|
C 68 5⁄5 | ||||||||
| 8956 |
CastPlan MCP
Claim
Provides AI assistants with persistent memory of your project architecture, dev…
|
C 68 5⁄5 | ||||||||
| 8957 |
Enables comprehensive web frontend debugging and analysis through DOM inspectio…
|
C 68 5⁄5 | ||||||||
| 8958 |
Search and retrieve academic papers directly from arXiv with advanced query cap…
|
C 68 5⁄5 | ||||||||
| 8959 |
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
|
C 68 5⁄4 | ||||||||
| 8960 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 8961 |
Provides code refactoring capabilities for TypeScript/JavaScript and Python thr…
|
C 68 5⁄5 | ||||||||
| 8962 |
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
C 68 5⁄4 | ||||||||
| 8963 |
Weaviate MCP Server
Claim
A server that enables Claude AI to interact with Weaviate vector databases, sup…
|
C 68 5⁄5 | ||||||||
| 8964 |
A containerized Model Context Protocol server that enables using natural langua…
|
C 68 5⁄4 | ||||||||
| 8965 |
Local-first memory system for AI agents with hybrid search and graph reasoning
|
C 68 5⁄4 | ||||||||
| 8966 |
Enables AI assistants to interact with MariaDB databases through standard SQL o…
|
C 68 5⁄5 | ||||||||
| 8967 |
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
|
C 68 5⁄5 | ||||||||
| 8968 |
A Model Context Protocol server that fetches and ranks positive news articles f…
|
C 68 5⁄5 | ||||||||
| 8969 |
rulego-server
Claim
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
|
C 68 5⁄4 | ||||||||
| 8970 |
An MCP server that gives AI assistants persistent memory across sessions. It st…
|
C 68 5⁄4 | ||||||||
| 8971 |
Provides semantic search over AWS Cloudscape Design System documentation using …
|
C 68 5⁄4 | ||||||||
| 8972 |
aihubmix-gpt-image-1
Claim
|
C 68 5⁄4 | ||||||||
| 8973 |
MCP server for accessing macOS Calendar events
|
C 68 5⁄4 | ||||||||
| 8974 |
Model Context Protocol server implementation for Reddit
|
C 68 5⁄5 | ||||||||
| 8975 |
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
|
C 68 5⁄5 | ||||||||
| 8976 |
ADM1 MCP Server
Claim
Enables natural language control of anaerobic digestion modeling using the inte…
|
C 68 5⁄5 | ||||||||
| 8977 |
MCP Server for Telegram
|
C 68 5⁄5 | ||||||||
| 8978 |
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
C 68 5⁄4 | ||||||||
| 8979 |
Advanced filesystem operations with large file handling capabilities and Claude…
|
C 68 6⁄4 | ||||||||
| 8980 |
h1-brain
Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
|
C 68 5⁄4 | ||||||||
| 8981 |
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
|
C 68 5⁄5 | ||||||||
| 8982 |
Enables counting characters or bytes in text with options to include or exclude…
|
C 68 5⁄4 | ||||||||
| 8983 |
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
|
C 68 5⁄5 | ||||||||
| 8984 |
smart-search
Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
C 68 5⁄4 | ||||||||
| 8985 |
Enables AI models to interact with Akave's S3-compatible storage by providing t…
|
C 68 5⁄5 | ||||||||
| 8986 |
A modular productivity automation server providing reusable prompt templates, c…
|
C 68 5⁄5 | ||||||||
| 8987 |
An MCP server for converting App Store Optimization (ASO) data from platforms l…
|
C 68 5⁄5 | ||||||||
| 8988 |
Enables running avian flight dynamics simulations through the Flappy simulator.…
|
C 68 5⁄5 | ||||||||
| 8989 |
Enables integration with Kagi search engine services including web search, cont…
|
C 68 5⁄5 | ||||||||
| 8990 |
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
|
C 68 5⁄5 | ||||||||
| 8991 |
Analyze React code locally, generate docs / llm.txt for whole project at once
|
C 68 5⁄4 | ||||||||
| 8992 |
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
|
C 68 5⁄5 | ||||||||
| 8993 |
MCP Tool Server
Claim
Provides real-world tools for weather data, stock market information, and inter…
|
C 68 5⁄5 | ||||||||
| 8994 |
An MCP server with integrated ATXP micropayment functionality that requires USD…
|
C 68 5⁄5 | ||||||||
| 8995 |
A starter project for quickly building Model Context Protocol servers using Typ…
|
C 68 5⁄5 | ||||||||
| 8996 |
A lightweight MCP for SonarQube reports
|
C 68 5⁄5 | ||||||||
| 8997 |
Provides tools to fetch real-time weather data from the National Weather Servic…
|
C 68 5⁄4 | ||||||||
| 8998 |
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
|
C 68 5⁄5 | ||||||||
| 8999 |
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
|
C 68 5⁄5 | ||||||||
| 9000 |
Enables interaction with Notion workspaces through the Notion API. Supports cre…
|
C 68 5⁄5 | ||||||||