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 | ||||||||||
| 19951 |
sint-protocol
Claim
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
|
B 78 3⁄3 | ||||||||
| 19952 |
auxiliar-mcp
Claim
solve_task: ranked OCR/PDF/NFS-e tools. recommend_service: 77 cloud services, C…
|
B 78 3⁄3 | ||||||||
| 19953 |
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
|
B 78 3⁄3 | ||||||||
| 19954 |
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
|
B 78 3⁄3 | ||||||||
| 19955 |
Send documents for e-signature from Claude Desktop, Claude Code, Cursor, and ot…
|
B 78 3⁄3 | ||||||||
| 19956 |
An MCP server that enables AI agents to interact with the Godot game engine by …
|
B 78 3⁄3 | ||||||||
| 19957 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 19958 |
MCP server for Firecrawl — search, scrape, and interact with the web.
|
B 78 4⁄3 | ||||||||
| 19959 |
Provides AI assistants with the ability to control Linux desktop environments t…
|
B 78 3⁄3 | ||||||||
| 19960 |
Enables interaction with the QuickBooks Online Accounting API to manage custome…
|
B 78 4⁄4 | ||||||||
| 19961 |
Enables Claude to create, edit, run, and manage reusable skills stored locally,…
|
B 78 4⁄3 | ||||||||
| 19962 |
Connects AI assistants to the Tyme macOS app to manage time tracking, projects,…
|
B 78 3⁄3 | ||||||||
| 19963 |
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
|
B 78 3⁄3 | ||||||||
| 19964 |
Enables interaction with Google Ads accounts through the Model Context Protocol…
|
B 78 3⁄3 | ||||||||
| 19965 |
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by…
|
B 78 4⁄3 | ||||||||
| 19966 |
figbridge
Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
|
B 78 3⁄3 | ||||||||
| 19967 |
Vera
Claim
Local code search combining BM25, vector similarity, and cross-encoder rerankin…
|
B 78 3⁄3 | ||||||||
| 19968 |
Universal MCP Server Configuration Manager
|
B 78 4⁄3 | ||||||||
| 19969 |
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
|
B 78 3⁄3 | ||||||||
| 19970 |
Provides access to the Unsplash API, enabling AI assistants to search and retri…
|
B 78 4⁄4 | ||||||||
| 19971 |
Exposes various cryptographic operations including key generation, symmetric/as…
|
B 78 3⁄3 | ||||||||
| 19972 |
GopherHole Agent Hub
Claim
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
|
B 78 3⁄3 | ||||||||
| 19973 |
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
|
B 78 4⁄4 | ||||||||
| 19974 |
213 RF & electronics calculators + 13 simulation tools for AI agents.
|
B 78 4⁄3 | ||||||||
| 19975 |
MCP server for Google Tag Manager API v2, enabling programmatic management of a…
|
B 78 4⁄3 | ||||||||
| 19976 |
A knowledge base MCP server that enables AI agents to search and reference stru…
|
B 78 3⁄3 | ||||||||
| 19977 |
ThinkWatch
Claim
Enterprise AI bastion host for secure AI API and MCP access, with unified proxy…
|
B 78 3⁄3 | ||||||||
| 19978 |
apra-fleet
Claim
AI agents that write code, review each other's work, and coordinate across your…
|
B 78 3⁄3 | ||||||||
| 19979 |
An MCP server and client for LLMs to interact with Unity Projects
|
B 78 3⁄3 | ||||||||
| 19980 |
Provides documentation generation and analysis tools for AI agents, including J…
|
B 78 3⁄3 | ||||||||
| 19981 |
PhpCodeArcheology
Claim
PHP static analysis MCP server for architecture and maintainability. 11 tools e…
|
B 78 3⁄3 | ||||||||
| 19982 |
Enables AI assistants to interact with PingOne Advanced Identity Cloud environm…
|
B 78 4⁄4 | ||||||||
| 19983 |
A comprehensive Model Context Protocol server that provides AI agents with 44 t…
|
B 78 4⁄3 | ||||||||
| 19984 |
Tavily MCP Load Balancer
Claim
A multi-API key load balancing MCP server for Tavily that automatically rotates…
|
B 78 4⁄4 | ||||||||
| 19985 |
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
|
B 78 3⁄3 | ||||||||
| 19986 |
Enables AI agents to directly create, read, edit, and save Excel (.xlsx) spread…
|
B 78 3⁄3 | ||||||||
| 19987 |
volta-mcp-server
Claim
Burn-after-read encrypted notes for AI agents. Create and read self-destructing…
|
B 78 3⁄3 | ||||||||
| 19988 |
Generate professional PDF documents (invoices, contracts, reports, certificates…
|
B 78 3⁄3 | ||||||||
| 19989 |
An open-source MCP server that wraps the Shopline Open API into 143 AI-callable…
|
B 78 3⁄3 | ||||||||
| 19990 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 19991 |
A Claude Code MCP server that converts saved articles into AI-generated convers…
|
B 78 3⁄3 | ||||||||
| 19992 |
Persistent memory for AI coding agents with semantic search, auto-capture, cros…
|
B 78 4⁄3 | ||||||||
| 19993 |
First-party Provenote MCP server for drafts, research threads, auditable runs, …
|
B 78 3⁄3 | ||||||||
| 19994 |
Connects Claude to Lichess for playing chess games, analyzing positions with St…
|
B 78 3⁄3 | ||||||||
| 19995 |
Provides Japanese UX conventions as an MCP server to help AI generate correct J…
|
B 78 3⁄3 | ||||||||
| 19996 |
Enables semantic search across multiple Qdrant vector database collections, sup…
|
B 78 4⁄4 | ||||||||
| 19997 |
Enables AI assistants to manage personal finances through the Realbyte Money Ma…
|
B 78 4⁄3 | ||||||||
| 19998 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
|
B 78 3⁄3 | ||||||||
| 19999 |
fiori-mcp-server
Claim
SAP Fiori - Model Context Protocol (MCP) server
|
B 78 3⁄3 | ||||||||
| 20000 |
MCP server for fetching METAR and TAF aviation weather data for airports by ICA…
|
B 78 3⁄3 | ||||||||