MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10351 |
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
|
C 65 5⁄5 | ||||||||
| 10352 |
Enables AI applications to read and process PDF files with intelligent file sea…
|
C 65 5⁄4 | ||||||||
| 10353 |
Download Douyin videos without watermarks and extract audio text automatically.…
|
C 65 5⁄5 | ||||||||
| 10354 |
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
|
C 65 6⁄6 | ||||||||
| 10355 |
MCP server for managing Tempo worklogs in Jira
|
C 65 5⁄5 | ||||||||
| 10356 |
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
|
C 65 5⁄4 | ||||||||
| 10357 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 65 5⁄4 | ||||||||
| 10358 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||
| 10359 |
roadrecon_mcp_server
Claim
|
C 65 5⁄4 | ||||||||
| 10360 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 65 5⁄4 | ||||||||
| 10361 |
MCP server for real-time token prices on Base from on-chain DEX pools.
|
C 65 5⁄5 | ||||||||
| 10362 |
MCP server to provide Jira Tickets information to AI coding agents like Cursor
|
C 65 5⁄5 | ||||||||
| 10363 |
Enables searching and reading of PortOne documentation, including OpenAPI schem…
|
C 65 5⁄5 | ||||||||
| 10364 |
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
|
C 65 6⁄6 | ||||||||
| 10365 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||
| 10366 |
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
|
C 65 5⁄5 | ||||||||
| 10367 |
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and…
|
C 65 6⁄4 | ||||||||
| 10368 |
An MCP server and web application that enables natural language medical queries…
|
C 65 5⁄5 | ||||||||
| 10369 |
Provides standardized access to HubSpot CRM API for managing contacts, companie…
|
C 65 5⁄5 | ||||||||
| 10370 |
Enables LLMs to interact with Neo4j graph databases using natural language to e…
|
C 65 5⁄5 | ||||||||
| 10371 |
A comprehensive MCP server that provides Claude AI with full access to YouTube …
|
C 65 6⁄6 | ||||||||
| 10372 |
Local-first RAG desktop app & official MCP Server. Let any AI instantly search …
|
C 65 5⁄4 | ||||||||
| 10373 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10374 |
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
|
C 65 5⁄5 | ||||||||
| 10375 |
An MCP-based service that analyzes user search keywords to determine their inte…
|
C 65 5⁄5 | ||||||||
| 10376 |
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
|
C 65 5⁄5 | ||||||||
| 10377 |
my-mcp-server
Claim
|
C 65 5⁄4 | ||||||||
| 10378 |
Provides AI assistants with comprehensive access to Grafana's React component l…
|
C 65 6⁄6 | ||||||||
| 10379 |
A Model Context Protocol server that provides daily horoscope readings and fort…
|
C 65 5⁄5 | ||||||||
| 10380 |
A Model Context Protocol Server that enables language models to access and mani…
|
C 65 5⁄5 | ||||||||
| 10381 |
WeChat Article Extractor
Claim
Extracts title, author, and content (in Markdown format) from WeChat official a…
|
C 65 5⁄5 | ||||||||
| 10382 |
A basic MCP server implementation for testing purposes. Communicates via stdio …
|
C 65 5⁄4 | ||||||||
| 10383 |
n8n Autopilot MCP SaaS
Claim
An AI-powered workflow automation platform that builds and executes n8n workflo…
|
C 65 5⁄5 | ||||||||
| 10384 |
GeoGebra MCP Server
Claim
Provides access to GeoGebra's mathematical computation, geometry construction, …
|
C 65 5⁄5 | ||||||||
| 10385 |
A lab demonstrating how to deploy a Model Context Protocol (MCP) server and int…
|
C 65 5⁄5 | ||||||||
| 10386 |
NetBrain MCP
Claim
An open-source network operations integration platform that connects large lang…
|
C 65 5⁄5 | ||||||||
| 10387 |
A Gradio-based MCP server for comprehensive CMake project management that enabl…
|
C 65 5⁄5 | ||||||||
| 10388 |
Session memory for AI coding agents. Search past sessions, extract rules, and t…
|
C 65 5⁄4 | ||||||||
| 10389 |
An MCP server that enables AI agents to interact with the commercetools Composa…
|
C 65 5⁄5 | ||||||||
| 10390 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10391 |
Enables access to UK property listings, price estimates, agent information, and…
|
C 65 5⁄5 | ||||||||
| 10392 |
A Model Context Protocol server implementation to query the NIST National Vulne…
|
C 65 5⁄5 | ||||||||
| 10393 |
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
|
C 65 5⁄5 | ||||||||
| 10394 |
Enables comprehensive SQLite database management through natural language inclu…
|
C 65 5⁄4 | ||||||||
| 10395 |
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
C 65 5⁄4 | ||||||||
| 10396 |
An MCP server that provides LLM agents with full access to the Texterify transl…
|
C 65 5⁄5 | ||||||||
| 10397 |
Enables AI assistants to search, validate, and retrieve Australian postcode and…
|
C 65 5⁄5 | ||||||||
| 10398 |
Enables interaction with the Metal Framework by providing documentation search …
|
C 65 5⁄5 | ||||||||
| 10399 |
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
|
C 65 5⁄4 | ||||||||
| 10400 |
Integrates Korea's government digital design system (KRDS) with AI assistants, …
|
C 65 5⁄4 | ||||||||