MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57451
freefish1218
Transform any local file into AI-optimized markdown format for seamless integra…
N/A N/A
57452
hostsmith
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
57453
nerkyzas157
Gamito Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
N/A N/A
57454
malkreide
An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to…
57455
ramzess-ru
A remote MCP server deployable on Cloudflare Workers without authentication, en…
N/A N/A
57456
kirtiraj22
Provides comprehensive analytics and insights for Solana wallets and their DeFi…
57457
junter1989k-ai
Zambia payments for AI agents — mobile money via Flutterwave. Never holds funds.
57458
therobertmack
A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list…
57459
kharshita590
Mnemosyne Claim
Provides persistent memory for LLM applications, enabling AI assistants to reme…
N/A N/A
57460
anp2network
MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/roo…
N/A N/A
57461
soundstear
adsdas Claim
adsdas
N/A N/A 95
57462
verifizieren
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
N/A N/A
57463
feeefapp
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
N/A N/A 95
57464
ycrao
A Google Alerts MCP server that fetches news articles by simulating browser wor…
57465
cmdenney
Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call…
57466
predictionmarketspicks
quant Claim
Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarke…
57467
deugene
MCP server for Garmin ConnectIQ SDK documentation and resources
N/A N/A 95
57468
maxinedotdev
Saga Claim
A local-first MCP server for document ingestion and semantic search, providing …
N/A N/A
57469
mokemokechicken
Provides AI-friendly stock analysis using Yahoo Finance data, including technic…
57470
it-beard
Enables AI-powered code search using natural language queries via the Exa API. …
57471
lingy-Mg
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
N/A N/A
57472
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
57473
lefcgis
QGIS MCP Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
N/A N/A
57474
Afstkla
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
N/A N/A
57475
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 95
57476
andyhorvitz
Enables read-only querying of the gong-nl-db Postgres database through natural …
N/A N/A
57477
ayhammouda
Local, read-only retrieval over official Python standard library docs with exac…
N/A N/A
57478
sjgant80-hub
fallnote-mcp Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
57479
Lil-Beast-666
MCP server for Wiki.js that exposes 29 tools for managing pages, comments, tags…
57480
qualigenai
An advanced MCP server that enables Claude Desktop to act as an autonomous Orac…
N/A N/A
57481
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
57482
htshongany
Enables checking web feature compatibility with Baseline standards, analyzing H…
N/A N/A
57483
marox-cyber
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
57484
misdarmanto
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
N/A N/A
57485
mark-sivill
MCP Spectral Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
N/A N/A
57486
jaredthivener
Provides AI assistants with real-time access to FastAPI documentation, enabling…
N/A N/A
57487
malkreide
MCP server for education statistics of the Canton and City of Zurich (BISTA), p…
57488
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
57489
kandotrun
x-mcp Claim
Read-only MCP server for Kan's FxTwitter API proxy, enabling public X/Twitter s…
57490
CryptoJym
Enables autonomous project management with intelligent synchronization between …
N/A N/A
57491
orbisapi
Orbis is an API marketplace built for the agent era. The MCP server exposes 1,0…
81
57492
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
57493
cognis-digital
A no-train, on-prem code knowledge graph served over the Model Context Protocol…
N/A N/A
57494
genoxdeveloper
The only MCP that returns license + supply-chain risk + popularity + price in a…
57495
ludoplex
MCP Server for Git operations, agent templates, and project utilities.
N/A N/A
57496
MCP server for Gearlynx Atari Lynx emulator
N/A N/A 81
57497
Gomess8
Measure voice/VoIP path quality -> estimated MOS + live network metrics
57498
Nithish1206
SqlServerMcp Claim 1
MCP server for SQL Server: schema inspection, safe read-only queries, query pla…
N/A N/A 81
57499
laradji
deadzone Claim
Local-first semantic search over library docs. Single Go binary, MCP stdio, vec…
N/A N/A
57500
iFurySt
MCP server for browser automation, exposing tools for tab management, navigatio…
N/A N/A
Showing 57451–57500 of 67286 servers