MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57451 |
mcp-local-reader
Claim
Transform any local file into AI-optimized markdown format for seamless integra…
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| 57452 |
Hostsmith MCP Server
Claim
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
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| 57453 |
Gamito
Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
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| 57454 |
SBB Open Data MCP Server
Claim
An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to…
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| 57455 |
A remote MCP server deployable on Cloudflare Workers without authentication, en…
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| 57456 |
Provides comprehensive analytics and insights for Solana wallets and their DeFi…
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| 57457 |
Zambia payments for AI agents — mobile money via Flutterwave. Never holds funds.
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| 57458 |
mcp-server-demo
Claim
A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list…
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| 57459 |
Mnemosyne
Claim
Provides persistent memory for LLM applications, enabling AI assistants to reme…
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| 57460 |
anporia-mcp-server
Claim
MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/roo…
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| 57461 |
adsdas
Claim
adsdas
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| 57462 |
Perception RE MCP Server
Claim
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
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| 57463 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
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| 57464 |
google-alerts-mcp
Claim
A Google Alerts MCP server that fetches news articles by simulating browser wor…
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| 57465 |
logicnodes-mcp-bridge
Claim
Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call…
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| 57466 |
quant
Claim
Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarke…
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| 57467 |
MCP server for Garmin ConnectIQ SDK documentation and resources
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| 57468 |
Saga
Claim
A local-first MCP server for document ingestion and semantic search, providing …
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| 57469 |
yfinance-mcp-server
Claim
Provides AI-friendly stock analysis using Yahoo Finance data, including technic…
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| 57470 |
Exa MCP Server
Claim
Enables AI-powered code search using natural language queries via the Exa API. …
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| 57471 |
book-source-rule-mcp
Claim
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
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| 57472 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
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| 57473 |
QGIS MCP
Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
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| 57474 |
OpenAPI to MCP Server
Claim
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
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| 57475 |
Finance Calculator
Claim
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
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| 57476 |
gong-nl-db-mcp
Claim
Enables read-only querying of the gong-nl-db Postgres database through natural …
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| 57477 |
python-docs-mcp-server
Claim
Local, read-only retrieval over official Python standard library docs with exac…
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| 57478 |
fallnote-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 57479 |
wikijs-mcp-http
Claim
MCP server for Wiki.js that exposes 29 tools for managing pages, comments, tags…
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| 57480 |
An advanced MCP server that enables Claude Desktop to act as an autonomous Orac…
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| 57481 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
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| 57482 |
Baseline Checker
Claim
Enables checking web feature compatibility with Baseline standards, analyzing H…
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| 57483 |
sibyl-memory-mcp
Claim
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
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| 57484 |
Notes MCP Server
Claim
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
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| 57485 |
MCP Spectral
Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
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| 57486 |
FastAPI Docs MCP Server
Claim
Provides AI assistants with real-time access to FastAPI documentation, enabling…
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| 57487 |
zh-education-mcp
Claim
MCP server for education statistics of the Canton and City of Zurich (BISTA), p…
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| 57488 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 57489 |
x-mcp
Claim
Read-only MCP server for Kan's FxTwitter API proxy, enabling public X/Twitter s…
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| 57490 |
Enables autonomous project management with intelligent synchronization between …
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| 57491 |
Orbis API Marketplace
Claim
Orbis is an API marketplace built for the agent era. The MCP server exposes 1,0…
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| 57492 |
hikerapi-mcp
Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
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| 57493 |
codegraph-mcp
Claim
A no-train, on-prem code knowledge graph served over the Model Context Protocol…
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| 57494 |
@buygit/mcp-server
Claim
The only MCP that returns license + supply-chain risk + popularity + price in a…
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| 57495 |
agent-services-mcp
Claim
MCP Server for Git operations, agent templates, and project utilities.
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| 57496 |
MCP server for Gearlynx Atari Lynx emulator
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| 57497 |
voice-quality-api
Claim
Measure voice/VoIP path quality -> estimated MOS + live network metrics
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| 57498 |
MCP server for SQL Server: schema inspection, safe read-only queries, query pla…
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| 57499 |
deadzone
Claim
Local-first semantic search over library docs. Single Go binary, MCP stdio, vec…
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| 57500 |
open_browser_use
Claim
MCP server for browser automation, exposing tools for tab management, navigatio…
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