MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44451
WriftAI
test Claim
This is a testing server up for WriftAI.
— ○ ⏳ — — — — 81 —
44452
neekmode
DRIFT-MCP Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
— ○ ⏳ — — — — — —
44453
draekien-industries
membank Claim
LLM memory management system that stores corrections, preferences, decisions, a…
— ○ ⏳ — N/A N/A — — —
44454
mbe24
yokozuna-mcp Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
— ○ ⏳ — N/A N/A — — —
44455
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
— ○ ⏳ — N/A N/A — — —
44456
Diversus23
1C MCP Proxy Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
— ○ ⏳ — — — — — —
44457
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
— ○ ⏳ — N/A N/A — — —
44458
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
— ○ ⏳ — — — — — —
44459
cbellbell-spin
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
— ○ ⏳ — N/A N/A — — —
44460
fortifiedai
Provides live SEC filing events including resolved activist stakes (13D) and ty…
— ○ ⏳ — N/A N/A — — —
44461
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
— ○ ⏳ — — — — — —
44462
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
— ○ ⏳ — N/A N/A — — —
44463
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
— ○ ⏳ — — — — — —
44464
jiaxiongjiang913-boop
demeter-mcp Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
— ○ ⏳ — N/A N/A — — —
44465
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
— ○ ⏳ — — — — — —
44466
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
— ○ ⏳ — N/A N/A — — —
44467
ericroliver
tinytask Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
— ○ ⏳ — — — — — —
44468
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
— ○ ⏳ — — — — — —
44469
Ahmedelmonady
Unified MCP server for Gameball's documentation and API integration, enabling d…
— ○ ⏳ — N/A N/A — — —
44470
playbattlegrid
Enables AI agents to play crypto prediction games on BattleGrid by managing acc…
— ○ ⏳ — — — — — —
44471
zhaopeng309
An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to …
— ○ ⏳ — N/A N/A — — —
44472
orcalayer
Enables smart-money whale and market analytics for Polymarket, including leader…
— ○ ⏳ — — — — — —
44473
cmanohar
mcp-edgar Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
— ○ ⏳ — — — — — —
44474
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
44475
stagproject
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
— ○ ⏳ — — — — — —
44476
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
44477
sveselaj
Nervora Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
— ○ ⏳ — — — — — —
44478
chetparker
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
— ○ ⏳ — N/A N/A — 95 —
44479
ziptax
Real-time US and Canadian sales tax and use tax rates by address or geographic …
— ○ ⏳ — — — — 81 —
44480
WingmanProtocol-Agent-Gateway
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
— ○ ⏳ — — — — — —
44481
tianhao909
An MCP server that provides access to Overleaf projects via Git integration, en…
— ○ ⏳ — N/A N/A — 95 —
44482
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
— ○ ⏳ — — — — 81 —
44483
BarkDevelopment
Enables interaction with Binance Smart Chain, including wallet management, toke…
— ○ ⏳ — N/A N/A — — —
44484
aj47
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
— ○ ⏳ — N/A N/A — — —
44485
Mallet-Dev
Enables AI agents to edit video using text-based proxies, motion graphics via H…
— ○ ⏳ — N/A N/A — — —
44486
mambalabsdev
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
— ○ ⏳ — N/A N/A — — —
44487
iarfhlaith
gaff-check Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
— ○ ⏳ — — — — — —
44488
WebSurfinMurf
Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
— ○ ⏳ — — — — 81 —
44489
ojaogezi
opm-mcp Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
— ○ ⏳ — N/A N/A — — —
44490
jsdf
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
— ○ ⏳ — N/A N/A — — —
44491
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
— ○ ⏳ — — — — — —
44492
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
— ○ ⏳ — N/A N/A — — —
44493
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
— ○ ⏳ — — — — — —
44494
vanekyj
licensing Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
— ○ ⏳ — — — — — —
44495
TechBloom-ai
swaggbot Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
— ○ ⏳ — — — — — —
44496
merzano369
Enables AI assistants to create, edit, and extract data from Microsoft Word doc…
— ○ ⏳ — N/A N/A — — —
44497
yaniv-fink
WordPress MCP server: publish posts, AI images, SEO and full site management, s…
— ○ ⏳ — — — — — —
44498
h4rm00n
joplin-mcp Claim
Enables LLMs to interact with Joplin note-taking application through a comprehe…
— ○ ⏳ — N/A N/A — — —
44499
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
— ○ ⏳ — — — — 81 —
44500
esurovtsev
finance-mcp Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
— ○ ⏳ — — — — — —
Showing 44451–44500 of 69261 servers
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