MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1951 |
A comprehensive server that enables sophisticated interactions with PocketBase …
|
B 78 5⁄5 | ||||||||
| 1952 |
phloem
Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
|
B 78 5⁄4 | ||||||||
| 1953 |
MCP server for querying the official MCP registry.
|
B 78 5⁄5 | ||||||||
| 1954 |
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
|
B 78 5⁄4 | ||||||||
| 1955 |
Indexes local and enterprise documents to provide a unified personal knowledge …
|
B 78 5⁄4 | ||||||||
| 1956 |
A fully functional calculator server based on Model Context Protocol (MCP), pro…
|
B 78 6⁄4 | ||||||||
| 1957 |
Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…
|
B 78 5⁄5 | ||||||||
| 1958 |
|
B 78 5⁄4 | ||||||||
| 1959 |
Pre-execution cost estimation for LLM agent workflows with calibration learning
|
B 78 4⁄4 | ||||||||
| 1960 |
A MCP server for interacting with the Godot game engine, providing tools for ed…
|
B 78 5⁄4 | ||||||||
| 1961 |
Provides semantic search capabilities for Hex package documentation using AI em…
|
B 78 5⁄4 | ||||||||
| 1962 |
Connects CashChat financial data to AI assistants, enabling users to manage tra…
|
B 78 5⁄5 | ||||||||
| 1963 |
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
|
B 78 5⁄5 | ||||||||
| 1964 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 1965 |
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
|
B 78 6⁄6 | ||||||||
| 1966 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 1967 |
Downloads your entire Search Console dataset into a local SQLite database, then…
|
B 78 5⁄4 | ||||||||
| 1968 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 1969 |
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
|
B 78 5⁄4 | ||||||||
| 1970 |
Manage companies, plans, features, and billing through SchematicHQ
|
B 78 5⁄4 | ||||||||
| 1971 |
Extracts clean markdown content from web pages using Playwright, automatically …
|
B 78 5⁄5 | ||||||||
| 1972 |
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
|
B 78 5⁄4 | ||||||||
| 1973 |
A shared whiteboard server that enables users to provide visual context to AI a…
|
B 78 5⁄5 | ||||||||
| 1974 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 1975 |
Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…
|
B 78 4⁄4 | ||||||||
| 1976 |
Enables AI assistants to interact with USCardForum, a Discourse-based community…
|
B 78 5⁄5 | ||||||||
| 1977 |
A Model Context Protocol service for Claude that enables natural language inter…
|
B 78 5⁄5 | ||||||||
| 1978 |
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
|
B 78 5⁄5 | ||||||||
| 1979 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 1980 |
Integrates with the Strava API to allow AI assistants to access fitness data in…
|
B 78 5⁄5 | ||||||||
| 1981 |
A Python package enabling LLM models to interact with the Memos server via the …
|
B 78 5⁄4 | ||||||||
| 1982 |
Timezone-aware date and time operations with support for IANA timezones, timezo…
|
B 78 5⁄4 | ||||||||
| 1983 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum, a Discourse-based community for US credit…
|
B 78 5⁄5 | ||||||||
| 1984 |
Counterparty risk scoring for agentic commerce via x402 micropayments.
|
B 78 4⁄4 | ||||||||
| 1985 |
Enables free web searching using Google search results without the need for API…
|
B 78 5⁄4 | ||||||||
| 1986 |
WhaTap MXQL CLI
Claim
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
|
B 78 5⁄5 | ||||||||
| 1987 |
Enables AI assistants to manage n8n automation workflows through natural langua…
|
B 78 5⁄5 | ||||||||
| 1988 |
armavita-quo-mcp
Claim
Local-first MCP server for Quo/OpenPhone automation across messaging, calls, co…
|
B 78 5⁄4 | ||||||||
| 1989 |
Intelligent search capabilities to let every model and client use [Claude Agent…
|
B 78 5⁄5 | ||||||||
| 1990 |
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
|
B 78 5⁄5 | ||||||||
| 1991 |
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
|
B 78 5⁄5 | ||||||||
| 1992 |
A Python MCP server that allows programmatic interaction to find torrents progr…
|
B 78 5⁄5 | ||||||||
| 1993 |
Provides Todoist task management capabilities to AI assistants through the Mode…
|
B 78 5⁄4 | ||||||||
| 1994 |
Enables interaction with Microsoft Copilot Studio Agents directly from VS Code …
|
B 78 5⁄5 | ||||||||
| 1995 |
MCP server for fetching web page content using Playwright headless browser, sup…
|
B 78 5⁄4 | ||||||||
| 1996 |
clickup-mcp
|
B 78 5⁄5 | ||||||||
| 1997 |
Freshservice MCP server
|
B 78 5⁄5 | ||||||||
| 1998 |
Query and analyze Prometheus, open-source monitoring system.
|
B 78 5⁄4 | ||||||||
| 1999 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 2000 |
AI-powered localization — translate, manage translation memory, and access styl…
|
B 78 5⁄5 | ||||||||