MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1951 |
Pane
Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
|
B 78 5⁄4 | ||||||||
| 1952 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 1953 |
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
|
B 78 5⁄5 | ||||||||
| 1954 |
Provides access to a suite of Nordic data tools covering Danish business record…
|
B 78 5⁄5 | ||||||||
| 1955 |
A fully functional calculator server based on Model Context Protocol (MCP), pro…
|
B 78 6⁄4 | ||||||||
| 1956 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
|
B 78 5⁄5 | ||||||||
| 1957 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 1958 |
Provides real-time access to Pyth Network's decentralized oracle price feeds ac…
|
B 78 5⁄5 | ||||||||
| 1959 |
Enables comprehensive academic research by searching and analyzing papers from …
|
B 78 5⁄5 | ||||||||
| 1960 |
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
|
B 78 5⁄4 | ||||||||
| 1961 |
Pre-execution cost estimation for LLM agent workflows with calibration learning
|
B 78 4⁄4 | ||||||||
| 1962 |
Isolator MCP Server
Claim
A TypeScript server implementing the Model Context Protocol that provides secur…
|
B 78 5⁄4 | ||||||||
| 1963 |
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
|
B 78 5⁄5 | ||||||||
| 1964 |
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
|
B 78 5⁄5 | ||||||||
| 1965 |
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
|
B 78 5⁄4 | ||||||||
| 1966 |
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Cr…
|
B 78 6⁄6 | ||||||||
| 1967 |
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
|
B 78 5⁄5 | ||||||||
| 1968 |
Enables free web searching using Google search results without the need for API…
|
B 78 5⁄4 | ||||||||
| 1969 |
A comprehensive travel aggregation server that enables AI assistants to search …
|
B 78 5⁄5 | ||||||||
| 1970 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 1971 |
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
|
B 78 5⁄5 | ||||||||
| 1972 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 1973 |
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
|
B 78 5⁄5 | ||||||||
| 1974 |
Integrates TikTok video analysis into Claude AI via TikNeuron, enabling users t…
|
B 78 5⁄5 | ||||||||
| 1975 |
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
|
B 78 6⁄6 | ||||||||
| 1976 |
Provides web search capabilities through Baidu with content fetching and parsin…
|
B 78 5⁄5 | ||||||||
| 1977 |
Read/write Elasticsearch mcp server with many tools
|
B 78 5⁄5 | ||||||||
| 1978 |
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
B 78 5⁄4 | ||||||||
| 1979 |
X Archive Daemon
Claim
Archives posts from X into a local SQLite database and provides tools for seman…
|
B 78 5⁄4 | ||||||||
| 1980 |
Enables comprehensive calendar management with capabilities to create, list, up…
|
B 78 5⁄5 | ||||||||
| 1981 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 1982 |
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
|
B 78 5⁄5 | ||||||||
| 1983 |
Enables AI assistants to natively read, edit, and redact PDF documents in place…
|
B 78 5⁄4 | ||||||||
| 1984 |
MCP server that exposes Google Gemini as tools for Claude Code
|
B 78 5⁄4 | ||||||||
| 1985 |
An MCP server that provides 12306 ticket query
|
B 78 5⁄5 | ||||||||
| 1986 |
A simple MCP server that provides accurate date and time information to Claude …
|
B 78 5⁄5 | ||||||||
| 1987 |
IDAssistMCP
Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
|
B 78 5⁄4 | ||||||||
| 1988 |
Enables AI agents to store, retrieve, and connect information in a Neo4j graph …
|
B 78 5⁄5 | ||||||||
| 1989 |
mcp-reticle
Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
|
B 78 5⁄4 | ||||||||
| 1990 |
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
|
B 78 5⁄5 | ||||||||
| 1991 |
Create scheduling polls, vote, and finalize times from AI agents.
|
B 78 5⁄4 | ||||||||
| 1992 |
Automatically generates complete favicon sets from PNG images or URLs, creating…
|
B 78 5⁄5 | ||||||||
| 1993 |
rednote-mcp
Claim
|
B 78 5⁄4 | ||||||||
| 1994 |
Enables AI assistants to discover, monitor, and control ZigBee smart home devic…
|
B 78 5⁄5 | ||||||||
| 1995 |
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
|
B 78 5⁄4 | ||||||||
| 1996 |
Converts SVG content into React components with configurable options including …
|
B 78 5⁄5 | ||||||||
| 1997 |
Matlab MCP Server in python
|
B 78 5⁄4 | ||||||||
| 1998 |
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
|
B 78 5⁄5 | ||||||||
| 1999 |
Manages agent certification by tracking trust scores, capabilities, and test re…
|
B 78 5⁄5 | ||||||||
| 2000 |
An MCP server that enables users to print markdown tasklists, Notion tasks with…
|
B 78 5⁄5 | ||||||||