MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19951 |
A minimal, well-documented MCP server boilerplate providing a reusable baseline…
|
B 78 3⁄3 | ||||||||
| 19952 |
MCP server for Google Sheets API integration with comprehensive reading, writin…
|
B 78 4⁄4 | ||||||||
| 19953 |
Tavily MCP Load Balancer
Claim
A multi-API key load balancing MCP server for Tavily that automatically rotates…
|
B 78 4⁄4 | ||||||||
| 19954 |
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), …
|
B 78 4⁄3 | ||||||||
| 19955 |
Enables AI assistants to interact with Redmine project management systems, prov…
|
B 78 4⁄4 | ||||||||
| 19956 |
Lichess MCP
Claim
Enables natural language interaction with Lichess chess platform to play games,…
|
B 78 4⁄3 | ||||||||
| 19957 |
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
|
B 78 3⁄3 | ||||||||
| 19958 |
First-party Provenote MCP server for drafts, research threads, auditable runs, …
|
B 78 3⁄3 | ||||||||
| 19959 |
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search…
|
B 78 4⁄3 | ||||||||
| 19960 |
okx-trade-mcp
Claim
MCP server connecting AI assistants to OKX exchange, enabling trading, market d…
|
B 78 4⁄3 | ||||||||
| 19961 |
MCP server for the entire Apple ecosystem — 150+ tools across 17 modules includ…
|
B 78 4⁄3 | ||||||||
| 19962 |
A Claude Code MCP server that converts saved articles into AI-generated convers…
|
B 78 3⁄3 | ||||||||
| 19963 |
Enables AI assistants to manage personal finances through the Realbyte Money Ma…
|
B 78 4⁄3 | ||||||||
| 19964 |
Provides AI assistants with the ability to control Linux desktop environments t…
|
B 78 3⁄3 | ||||||||
| 19965 |
Analyzes application crash dumps and extracts debug symbols, transforming Windo…
|
B 78 4⁄4 | ||||||||
| 19966 |
TheBrain MCP Server
Claim
Enables AI assistants to interact with TheBrain's knowledge management system f…
|
B 78 4⁄4 | ||||||||
| 19967 |
Motion MCP Server
Claim
Connects AI assistants to Motion for comprehensive task and project management,…
|
B 78 4⁄4 | ||||||||
| 19968 |
Full Figma control: create shapes, text, components, set styles, auto-layout, v…
|
B 78 4⁄3 | ||||||||
| 19969 |
float-mcp
Claim
A community MCP server for float.com.
|
B 78 4⁄4 | ||||||||
| 19970 |
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
|
B 78 3⁄3 | ||||||||
| 19971 |
uwas
Claim
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go bina…
|
B 78 3⁄3 | ||||||||
| 19972 |
apra-fleet
Claim
AI agents that write code, review each other's work, and coordinate across your…
|
B 78 3⁄3 | ||||||||
| 19973 |
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, …
|
B 78 3⁄3 | ||||||||
| 19974 |
template-repo
Claim
Agent orchestration & security template featuring MCP tool building, agent2agen…
|
B 78 4⁄3 | ||||||||
| 19975 |
Conversation drift visualization for Claude. Color-coded inflection points and …
|
B 78 3⁄3 | ||||||||
| 19976 |
vsync
Claim
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCod…
|
B 78 4⁄3 | ||||||||
| 19977 |
Scout
Claim
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybr…
|
B 78 3⁄3 | ||||||||
| 19978 |
|
B 78 4⁄3 | ||||||||
| 19979 |
MCP server for fetching METAR and TAF aviation weather data for airports by ICA…
|
B 78 3⁄3 | ||||||||
| 19980 |
Provides access to real-time and historical flight data from Flightradar24 API,…
|
B 78 4⁄4 | ||||||||
| 19981 |
A comprehensive Model Context Protocol server that provides AI agents with 44 t…
|
B 78 4⁄3 | ||||||||
| 19982 |
Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth …
|
B 78 3⁄3 | ||||||||
| 19983 |
Dynamic context loading for AI assistants with TDD workflow and AST analysis
|
B 78 3⁄3 | ||||||||
| 19984 |
Connects Claude to Lichess for playing chess games, analyzing positions with St…
|
B 78 3⁄3 | ||||||||
| 19985 |
|
B 78 3⁄3 | ||||||||
| 19986 |
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring …
|
B 78 4⁄3 | ||||||||
| 19987 |
kremis
Claim
Deterministic knowledge graph MCP server. Single binary, zero LLM/embedding cal…
|
B 78 4⁄3 | ||||||||
| 19988 |
Universal MCP Server Configuration Manager
|
B 78 4⁄3 | ||||||||
| 19989 |
MCP server that wraps Gemini CLI as a subprocess, exposing its capabilities as …
|
B 78 3⁄3 | ||||||||
| 19990 |
A simple, secure MCP-to-OpenAPI proxy server
|
B 78 4⁄3 | ||||||||
| 19991 |
An MCP server and client for LLMs to interact with Unity Projects
|
B 78 3⁄3 | ||||||||
| 19992 |
MCP server for Firecrawl — search, scrape, and interact with the web.
|
B 78 4⁄3 | ||||||||
| 19993 |
Generate professional PDF documents (invoices, contracts, reports, certificates…
|
B 78 3⁄3 | ||||||||
| 19994 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 19995 |
MCP server for the Porkbun DNS API. Manage DNS records, domains, DNSSEC, SSL ce…
|
B 78 4⁄3 | ||||||||
| 19996 |
Enables semantic search across multiple Qdrant vector database collections, sup…
|
B 78 4⁄4 | ||||||||
| 19997 |
Enables AI-powered genomic variant analysis including variant impact prediction…
|
B 78 4⁄4 | ||||||||
| 19998 |
MCP server for Pay – the complete x402 payment stack for AI agents, enabling di…
|
B 78 3⁄3 | ||||||||
| 19999 |
LeanKG
Claim
LeanKG: Stop Burning Tokens. Start Coding Lean.
|
B 78 3⁄3 | ||||||||
| 20000 |
A custom MCP server that enables Claude to access and query municipal bond data…
|
B 78 3⁄3 | ||||||||