MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 5 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2051 |
File merger tool, suitable for AI chat length limits.
|
B 78 5⁄4 | ||||||||
| 2052 |
Enables interaction with Microsoft Copilot Studio Agents directly from VS Code …
|
B 78 5⁄5 | ||||||||
| 2053 |
X Archive Daemon
Claim
Archives posts from X into a local SQLite database and provides tools for seman…
|
B 78 5⁄4 | ||||||||
| 2054 |
Pane
Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
|
B 78 5⁄4 | ||||||||
| 2055 |
Provides access to The Movie Database (TMDB) API, enabling users to search for …
|
B 78 5⁄4 | ||||||||
| 2056 |
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
|
B 78 5⁄4 | ||||||||
| 2057 |
Enables AI agents to programmatically create, manage, and execute independent P…
|
B 78 5⁄5 | ||||||||
| 2058 |
Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…
|
B 78 5⁄4 | ||||||||
| 2059 |
inspector
Claim
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP ap…
|
B 78 5⁄5 | ||||||||
| 2060 |
A Model Context Protocol server that allows displaying messages via polybar sta…
|
B 78 5⁄5 | ||||||||
| 2061 |
Enables natural language time tracking and reporting for Harvest, including aut…
|
B 78 5⁄5 | ||||||||
| 2062 |
Enables AI assistants to analyze Fantasy Premier League data, providing tools f…
|
B 78 5⁄4 | ||||||||
| 2063 |
Enables LLM agents to interact with the Lean theorem prover through the Languag…
|
B 78 5⁄5 | ||||||||
| 2064 |
MCP server for managing Unleash feature flags
|
B 78 5⁄4 | ||||||||
| 2065 |
Enables interaction with Reddit through OAuth 2.1 authentication, providing too…
|
B 78 5⁄5 | ||||||||
| 2066 |
An MCP server to convert almost any file or web content into Markdown
|
B 78 5⁄4 | ||||||||
| 2067 |
phloem
Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
|
B 78 5⁄4 | ||||||||
| 2068 |
Extracts clean markdown content from web pages using Playwright, automatically …
|
B 78 5⁄5 | ||||||||
| 2069 |
11 focused tools for structured thinking, branching, revision, and navigation.
|
B 78 5⁄5 | ||||||||
| 2070 |
Enables text-only models to process images and other media formats by providing…
|
B 78 5⁄5 | ||||||||
| 2071 |
Persistent Context MCP
Claim
A memory management system that enables AI assistants to store, search, and vis…
|
B 78 5⁄5 | ||||||||
| 2072 |
A threat intelligence aggregation server that provides unified access to multip…
|
B 78 5⁄5 | ||||||||
| 2073 |
mcp-dockmaster
Claim
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
|
B 78 5⁄5 | ||||||||
| 2074 |
Provides access to European Medicines Agency regulatory data including EU drug …
|
B 78 5⁄5 | ||||||||
| 2075 |
Model Context Protocol server that enables AI assistants to query and analyze p…
|
B 78 5⁄4 | ||||||||
| 2076 |
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
|
B 78 5⁄5 | ||||||||
| 2077 |
Enables AI models to interact with the Lightning Network by providing an MCP-co…
|
B 78 5⁄5 | ||||||||
| 2078 |
Enables AI agents to store, retrieve, and connect information in a Neo4j graph …
|
B 78 5⁄5 | ||||||||
| 2079 |
AI-native process classification. 2436 processes + 3284 KPIs from APQC, ITIL, S…
|
B 78 5⁄4 | ||||||||
| 2080 |
Enables AI assistants to search and fetch documentation content from Adobe Expe…
|
B 78 5⁄4 | ||||||||
| 2081 |
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
|
B 78 5⁄5 | ||||||||
| 2082 |
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
|
B 78 5⁄4 | ||||||||
| 2083 |
A Model Context Protocol service for Claude that enables natural language inter…
|
B 78 5⁄5 | ||||||||
| 2084 |
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
|
B 78 5⁄5 | ||||||||
| 2085 |
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
|
B 78 5⁄5 | ||||||||
| 2086 |
Convert any link into a QR code and get a shareable image link in seconds. Crea…
|
B 78 5⁄4 | ||||||||
| 2087 |
Enables AI assistants to query, analyze, and resolve errors within the GlitchTi…
|
B 78 5⁄5 | ||||||||
| 2088 |
Converts DOCX files to Markdown with formatting preservation and image extracti…
|
B 78 5⁄4 | ||||||||
| 2089 |
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
|
B 78 5⁄5 | ||||||||
| 2090 |
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
|
B 78 5⁄5 | ||||||||
| 2091 |
Payload CMS MCP Server
Claim
Enables AI assistants to interact with Payload CMS instances through authentica…
|
B 78 5⁄5 | ||||||||
| 2092 |
A MCP (Model Context Protocol) server that provides get, send Gmails without lo…
|
B 78 5⁄5 | ||||||||
| 2093 |
Allows Claude to execute terminal commands on your computer and perform file sy…
|
B 78 5⁄5 | ||||||||
| 2094 |
A specialized testing harness that enables AI assistants to thoroughly test oth…
|
B 78 5⁄5 | ||||||||
| 2095 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 2096 |
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
|
B 78 5⁄4 | ||||||||
| 2097 |
Exposes your organization's Terraform style guide to AI coding agents, enabling…
|
B 78 5⁄4 | ||||||||
| 2098 |
MCP server to access [Intruder](https://www.intruder.io/), helping you identify…
|
B 78 5⁄5 | ||||||||
| 2099 |
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
|
B 78 5⁄4 | ||||||||
| 2100 |
Enables AI assistants to inspect, debug, and test web pages using Playwright. P…
|
B 78 5⁄4 | ||||||||