MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19951 |
Motion MCP Server
Claim
Connects AI assistants to Motion for comprehensive task and project management,…
|
B 78 4⁄4 | ||||||||
| 19952 |
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
B 78 4⁄3 | ||||||||
| 19953 |
An MCP server that enables AI agents to interact with the Godot game engine by …
|
B 78 3⁄3 | ||||||||
| 19954 |
Enables interaction with Home Assistant through the REST API, allowing users to…
|
B 78 3⁄3 | ||||||||
| 19955 |
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
|
B 78 3⁄3 | ||||||||
| 19956 |
MCP server for GitScrum — manage tasks, sprints, time tracking, and client work…
|
B 78 4⁄3 | ||||||||
| 19957 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
|
B 78 3⁄3 | ||||||||
| 19958 |
Free Google Search with inline citations for any MCP-compatible AI tool.
|
B 78 3⁄3 | ||||||||
| 19959 |
Generate changelogs and suggest semver bumps from git history
|
B 78 3⁄3 | ||||||||
| 19960 |
kremis
Claim
Deterministic knowledge graph MCP server. Single binary, zero LLM/embedding cal…
|
B 78 4⁄3 | ||||||||
| 19961 |
Submit URLs for instant indexing via IndexNow and Google Indexing API
|
B 78 3⁄3 | ||||||||
| 19962 |
okx-trade-mcp
Claim
MCP server connecting AI assistants to OKX exchange, enabling trading, market d…
|
B 78 4⁄3 | ||||||||
| 19963 |
LeanKG
Claim
LeanKG: Stop Burning Tokens. Start Coding Lean.
|
B 78 3⁄3 | ||||||||
| 19964 |
Gives AI assistants deep read/write access to the Unreal Editor through 21 cate…
|
B 78 3⁄3 | ||||||||
| 19965 |
A local policy wrapper for Supabase MCP that secures access tokens and enforces…
|
B 78 3⁄3 | ||||||||
| 19966 |
A Claude Code MCP server that converts saved articles into AI-generated convers…
|
B 78 3⁄3 | ||||||||
| 19967 |
MCP server for Pay – the complete x402 payment stack for AI agents, enabling di…
|
B 78 3⁄3 | ||||||||
| 19968 |
|
B 78 3⁄3 | ||||||||
| 19969 |
Enables AI assistants to interact with PingOne Advanced Identity Cloud environm…
|
B 78 4⁄4 | ||||||||
| 19970 |
An MCP server and client for LLMs to interact with Unity Projects
|
B 78 3⁄3 | ||||||||
| 19971 |
figbridge
Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
|
B 78 3⁄3 | ||||||||
| 19972 |
Enables interaction with Google Ads accounts through the Model Context Protocol…
|
B 78 3⁄3 | ||||||||
| 19973 |
Enables interaction with Azure DevOps services including work items, repositori…
|
B 78 4⁄4 | ||||||||
| 19974 |
Enables comprehensive email marketing and transactional email operations throug…
|
B 78 4⁄4 | ||||||||
| 19975 |
Provides native macOS computer control tools including mouse and keyboard simul…
|
B 78 3⁄3 | ||||||||
| 19976 |
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, …
|
B 78 3⁄3 | ||||||||
| 19977 |
A simple, secure MCP-to-OpenAPI proxy server
|
B 78 4⁄3 | ||||||||
| 19978 |
A Model Context Protocol server that enables AI assistants to manage Whop.com b…
|
B 78 3⁄3 | ||||||||
| 19979 |
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
|
B 78 3⁄3 | ||||||||
| 19980 |
Connect Redash to Claude — natural-language SQL with safety guards (blocks DROP…
|
B 78 3⁄3 | ||||||||
| 19981 |
Lichess MCP
Claim
Enables natural language interaction with Lichess chess platform to play games,…
|
B 78 4⁄3 | ||||||||
| 19982 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 19983 |
CodexClaw
Claim
Telegram bot for Claude Code and Codex CLI with MCP routing, multi-agent orches…
|
B 78 3⁄3 | ||||||||
| 19984 |
Enables interaction with the QuickBooks Online Accounting API to manage custome…
|
B 78 4⁄4 | ||||||||
| 19985 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 19986 |
Transforms Kindle highlight exports into structured personal memory summaries s…
|
B 78 3⁄3 | ||||||||
| 19987 |
Vera
Claim
Local code search combining BM25, vector similarity, and cross-encoder rerankin…
|
B 78 3⁄3 | ||||||||
| 19988 |
Send documents for e-signature from Claude Desktop, Claude Code, Cursor, and ot…
|
B 78 3⁄3 | ||||||||
| 19989 |
Enables Claude to create, edit, run, and manage reusable skills stored locally,…
|
B 78 4⁄3 | ||||||||
| 19990 |
Proxies LLM completion requests to OpenAI-compatible providers via MCP tools.
|
B 78 3⁄3 | ||||||||
| 19991 |
Browsershot MCP
Claim
Enables Claude Code to capture and analyze web page screenshots, responsive lay…
|
B 78 3⁄3 | ||||||||
| 19992 |
Exposes various cryptographic operations including key generation, symmetric/as…
|
B 78 3⁄3 | ||||||||
| 19993 |
Dynamic context loading for AI assistants with TDD workflow and AST analysis
|
B 78 3⁄3 | ||||||||
| 19994 |
|
B 78 4⁄3 | ||||||||
| 19995 |
MCP server that enables Claude Code to interact with a personal Telegram accoun…
|
B 78 3⁄3 | ||||||||
| 19996 |
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
|
B 78 3⁄3 | ||||||||
| 19997 |
formanator
Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
|
B 78 3⁄3 | ||||||||
| 19998 |
Provides access to the Unsplash API, enabling AI assistants to search and retri…
|
B 78 4⁄4 | ||||||||
| 19999 |
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
|
B 78 4⁄4 | ||||||||
| 20000 |
A knowledge base MCP server that enables AI agents to search and reference stru…
|
B 78 3⁄3 | ||||||||