MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19951 |
Provides programmatic access to the Binance.US cryptocurrency exchange, enablin…
|
B 78 4⁄4 | ||||||||
| 19952 |
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
|
B 78 3⁄3 | ||||||||
| 19953 |
Enables flight planning and aviation operations through intelligent airport res…
|
B 78 4⁄4 | ||||||||
| 19954 |
Enables searching UK case law on BAILII and retrieving judgments with automatic…
|
B 78 3⁄3 | ||||||||
| 19955 |
MCP server that exposes RS485 bus connectivity for reading and writing serial d…
|
B 78 3⁄3 | ||||||||
| 19956 |
MCP server exposing full recon-ng OSINT framework functionality
|
B 78 3⁄3 | ||||||||
| 19957 |
Enables interaction with the QuickBooks Online Accounting API to manage custome…
|
B 78 4⁄4 | ||||||||
| 19958 |
Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `sim…
|
B 78 3⁄3 | ||||||||
| 19959 |
Enables interaction with You Need A Budget (YNAB) through their API, allowing u…
|
B 78 4⁄4 | ||||||||
| 19960 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 19961 |
|
B 78 4⁄3 | ||||||||
| 19962 |
Dynamic context loading for AI assistants with TDD workflow and AST analysis
|
B 78 3⁄3 | ||||||||
| 19963 |
Browsershot MCP
Claim
Enables Claude Code to capture and analyze web page screenshots, responsive lay…
|
B 78 3⁄3 | ||||||||
| 19964 |
apra-fleet
Claim
AI agents that write code, review each other's work, and coordinate across your…
|
B 78 3⁄3 | ||||||||
| 19965 |
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
|
B 78 4⁄3 | ||||||||
| 19966 |
MCP server for GitScrum — manage tasks, sprints, time tracking, and client work…
|
B 78 4⁄3 | ||||||||
| 19967 |
MCP server for the Porkbun DNS API. Manage DNS records, domains, DNSSEC, SSL ce…
|
B 78 4⁄3 | ||||||||
| 19968 |
LeanKG
Claim
LeanKG: Stop Burning Tokens. Start Coding Lean.
|
B 78 3⁄3 | ||||||||
| 19969 |
An MCP server that enables AI agents to interact with the Godot game engine by …
|
B 78 3⁄3 | ||||||||
| 19970 |
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
B 78 4⁄3 | ||||||||
| 19971 |
Provides native macOS computer control tools including mouse and keyboard simul…
|
B 78 3⁄3 | ||||||||
| 19972 |
Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…
|
B 78 4⁄3 | ||||||||
| 19973 |
203 RF & electronics calculators + 14 simulation tools for AI agents.
|
B 78 4⁄3 | ||||||||
| 19974 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
|
B 78 3⁄3 | ||||||||
| 19975 |
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate,…
|
B 78 3⁄3 | ||||||||
| 19976 |
formanator
Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
|
B 78 3⁄3 | ||||||||
| 19977 |
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
|
B 78 3⁄3 | ||||||||
| 19978 |
figbridge
Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
|
B 78 3⁄3 | ||||||||
| 19979 |
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), …
|
B 78 4⁄3 | ||||||||
| 19980 |
A comprehensive Model Context Protocol server that provides AI agents with 44 t…
|
B 78 4⁄3 | ||||||||
| 19981 |
Smart accounts, x402 payments, on-chain reputation, and service discovery for A…
|
B 78 4⁄4 | ||||||||
| 19982 |
CodexClaw
Claim
Telegram bot for Claude Code and Codex CLI with MCP routing, multi-agent orches…
|
B 78 3⁄3 | ||||||||
| 19983 |
uwas
Claim
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go bina…
|
B 78 3⁄3 | ||||||||
| 19984 |
Full Figma control: create shapes, text, components, set styles, auto-layout, v…
|
B 78 4⁄3 | ||||||||
| 19985 |
A minimal, well-documented MCP server boilerplate providing a reusable baseline…
|
B 78 3⁄3 | ||||||||
| 19986 |
Enables semantic search across multiple Qdrant vector database collections, sup…
|
B 78 4⁄4 | ||||||||
| 19987 |
Tool suite built around an MCP server for Android automation for developer work…
|
B 78 4⁄3 | ||||||||
| 19988 |
Enables AI assistants to manage Todocko application data, including tasks, proj…
|
B 78 4⁄3 | ||||||||
| 19989 |
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
|
B 78 3⁄3 | ||||||||
| 19990 |
sint-protocol
Claim
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
|
B 78 3⁄3 | ||||||||
| 19991 |
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
|
B 78 4⁄3 | ||||||||
| 19992 |
Analyzes application crash dumps and extracts debug symbols, transforming Windo…
|
B 78 4⁄4 | ||||||||
| 19993 |
Lichess MCP
Claim
Enables natural language interaction with Lichess chess platform to play games,…
|
B 78 4⁄3 | ||||||||
| 19994 |
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
|
B 78 4⁄4 | ||||||||
| 19995 |
TheBrain MCP Server
Claim
Enables AI assistants to interact with TheBrain's knowledge management system f…
|
B 78 4⁄4 | ||||||||
| 19996 |
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
|
B 78 3⁄3 | ||||||||
| 19997 |
Provides documentation generation and analysis tools for AI agents, including J…
|
B 78 3⁄3 | ||||||||
| 19998 |
Enables AI assistants to manage personal finances through the Realbyte Money Ma…
|
B 78 4⁄3 | ||||||||
| 19999 |
Connects AI assistants to the Tyme macOS app to manage time tracking, projects,…
|
B 78 3⁄3 | ||||||||
| 20000 |
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
|
B 78 3⁄3 | ||||||||