MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20001 |
Proxies LLM completion requests to OpenAI-compatible providers via MCP tools.
|
B 78 3⁄3 | ||||||||
| 20002 |
Connects Claude to Lichess for playing chess games, analyzing positions with St…
|
B 78 3⁄3 | ||||||||
| 20003 |
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring …
|
B 78 4⁄3 | ||||||||
| 20004 |
An open-source MCP server that rewrites AI-generated prose to appear human-auth…
|
B 78 3⁄3 | ||||||||
| 20005 |
Enables comprehensive management of Microsoft Dataverse environments, including…
|
B 78 4⁄4 | ||||||||
| 20006 |
float-mcp
Claim
A community MCP server for float.com.
|
B 78 4⁄4 | ||||||||
| 20007 |
kremis
Claim
Deterministic knowledge graph MCP server. Single binary, zero LLM/embedding cal…
|
B 78 4⁄3 | ||||||||
| 20008 |
Provides programmatic access to the Binance.US cryptocurrency exchange, enablin…
|
B 78 4⁄4 | ||||||||
| 20009 |
Philippine government data as agent-callable tools: PHIVOLCS earthquakes + volc…
|
B 78 3⁄3 | ||||||||
| 20010 |
MCP server for fetching METAR and TAF aviation weather data for airports by ICA…
|
B 78 3⁄3 | ||||||||
| 20011 |
MCP server that wraps Gemini CLI as a subprocess, exposing its capabilities as …
|
B 78 3⁄3 | ||||||||
| 20012 |
A local-first MCP memory server that gives AI coding agents persistent memory w…
|
B 78 3⁄3 | ||||||||
| 20013 |
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
B 78 3⁄3 | ||||||||
| 20014 |
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
|
B 78 3⁄3 | ||||||||
| 20015 |
Network diagnostics tool for AI agents that provides DNS lookup, IP geolocation…
|
B 78 3⁄3 | ||||||||
| 20016 |
sint-protocol
Claim
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
|
B 78 3⁄3 | ||||||||
| 20017 |
MCP server for the Porkbun DNS API. Manage DNS records, domains, DNSSEC, SSL ce…
|
B 78 4⁄3 | ||||||||
| 20018 |
Lichess MCP
Claim
Enables natural language interaction with Lichess chess platform to play games,…
|
B 78 4⁄3 | ||||||||
| 20019 |
Connect Redash to Claude — natural-language SQL with safety guards (blocks DROP…
|
B 78 3⁄3 | ||||||||
| 20020 |
Full Figma control: create shapes, text, components, set styles, auto-layout, v…
|
B 78 4⁄3 | ||||||||
| 20021 |
Enables Claude to create, edit, run, and manage reusable skills stored locally,…
|
B 78 4⁄3 | ||||||||
| 20022 |
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
|
B 78 4⁄3 | ||||||||
| 20023 |
Tool suite built around an MCP server for Android automation for developer work…
|
B 78 4⁄3 | ||||||||
| 20024 |
MCP server exposing full recon-ng OSINT framework functionality
|
B 78 3⁄3 | ||||||||
| 20025 |
Tages
Claim
Enables AI coding agents to maintain persistent, cross-session memory of codeba…
|
B 78 3⁄3 | ||||||||
| 20026 |
Search Canadian case law, browse legislation, and check citations via the CanLI…
|
B 78 3⁄3 | ||||||||
| 20027 |
Provides AI agents with persistent, searchable memory using a knowledge graph s…
|
B 78 4⁄4 | ||||||||
| 20028 |
Enables AI models to interact with TagoIO IoT platform accounts, providing acce…
|
B 78 4⁄3 | ||||||||
| 20029 |
Munin AI Memory
Claim
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
B 78 3⁄3 | ||||||||
| 20030 |
Non-custodial Bitcoin Lightning (LDK) wallet for AI agents — pays L402 APIs fro…
|
B 78 3⁄3 | ||||||||
| 20031 |
Enables AI assistants to interact with Redmine project management systems, prov…
|
B 78 4⁄4 | ||||||||
| 20032 |
Compose and generate effortlessly MCP servers from any OpenAPI specifications
|
B 78 4⁄3 | ||||||||
| 20033 |
MCP server for GitScrum — manage tasks, sprints, time tracking, and client work…
|
B 78 4⁄3 | ||||||||
| 20034 |
MCP server for the entire Apple ecosystem — 150+ tools across 17 modules includ…
|
B 78 4⁄3 | ||||||||
| 20035 |
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
B 78 4⁄3 | ||||||||
| 20036 |
MCP server for Google Sheets API integration with comprehensive reading, writin…
|
B 78 4⁄4 | ||||||||
| 20037 |
Headless Eclipse MAT MCP server for Java heap dump analysis
|
B 78 3⁄3 | ||||||||
| 20038 |
Generate professional PDF documents (invoices, contracts, reports, certificates…
|
B 78 3⁄3 | ||||||||
| 20039 |
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
|
B 78 3⁄3 | ||||||||
| 20040 |
Local-first desktop context server for AI agents. Captures screen (OCR), voice …
|
B 78 3⁄3 | ||||||||
| 20041 |
skillboss-skills
Claim
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
|
B 78 3⁄3 | ||||||||
| 20042 |
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), …
|
B 78 4⁄3 | ||||||||
| 20043 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 20044 |
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
|
B 77 3⁄3 | ||||||||
| 20045 |
A Python-based MCP server that automates WhatsApp Web using Playwright to manag…
|
B 77 3⁄3 | ||||||||
| 20046 |
Provides access to Avanza's public API for real-time Swedish stock quotes, fund…
|
B 77 4⁄4 | ||||||||
| 20047 |
Security scanner for MCP server configurations. Detects secrets, CVEs, permissi…
|
B 77 3⁄3 | ||||||||
| 20048 |
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
B 77 3⁄3 | ||||||||
| 20049 |
compass
Claim
Compass is a context engine that builds a knowledge graph of your organization'…
|
B 77 3⁄3 | ||||||||
| 20050 |
Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with…
|
B 77 3⁄3 | ||||||||