MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44701
mambalabsdev
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
— ○ ⏳ — N/A N/A — — —
44702
iarfhlaith
gaff-check Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
— ○ ⏳ — — — — — —
44703
WebSurfinMurf
Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
— ○ ⏳ — — — — 81 —
44704
ojaogezi
opm-mcp Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
— ○ ⏳ — N/A N/A — — —
44705
jsdf
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
— ○ ⏳ — N/A N/A — — —
44706
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
— ○ ⏳ — — — — — —
44707
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
— ○ ⏳ — N/A N/A — — —
44708
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
— ○ ⏳ — — — — — —
44709
vanekyj
licensing Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
— ○ ⏳ — — — — — —
44710
TechBloom-ai
swaggbot Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
— ○ ⏳ — — — — — —
44711
merzano369
Enables AI assistants to create, edit, and extract data from Microsoft Word doc…
— ○ ⏳ — N/A N/A — — —
44712
yaniv-fink
WordPress MCP server: publish posts, AI images, SEO and full site management, s…
— ○ ⏳ — — — — — —
44713
h4rm00n
joplin-mcp Claim
Enables LLMs to interact with Joplin note-taking application through a comprehe…
— ○ ⏳ — N/A N/A — — —
44714
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
— ○ ⏳ — — — — 81 —
44715
esurovtsev
finance-mcp Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
— ○ ⏳ — — — — — —
44716
abchahal
AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, …
— ○ ⏳ — N/A N/A — — —
44717
P4ST4S
mcp-a11y Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
— ○ ⏳ — N/A N/A — — —
44718
softvoyagers
Free privacy-first URL shortener API with analytics and link management. No API…
— ○ ⏳ — — — — 95 —
44719
CodeInKlingon
MCP server for headless browser automation via Puppeteer, with stealth anti-det…
— ○ ⏳ — N/A N/A — — —
44720 — ○ ⏳ — — — — 81 —
44721
marshallino16
Aigist Claim
Publish & manage shareable HTML/Markdown pages from your LLM, with access contr…
— ○ ⏳ — — — — — —
44722
LoganInTX
An MCP server that layers additional Home Assistant tools on top of voska/hass-…
— ○ ⏳ — — — — — —
44723
3DStreet
3dstreet Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
— ○ ⏳ — N/A N/A — — —
44724
CSOAI-ORG
agent-commerce-payments-mcp MCP server by MEOK AI Labs
— ○ ⏳ — — — — — —
44725
ASG Card Claim 1
Give AI agents autonomous virtual card management via x402 and Stellar USDC
— ○ — N/A N/A — 81 —
44726
Baadr-IA
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
— ○ ⏳ — — — — — —
44727
support-weatherai
WeatherAI.io gives Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI …
— ○ ⏳ — — — — 81 —
44728
trendsmcp
Provides Reddit discussion volume trends, growth rates, and top trending topics…
— ○ ⏳ — — — — — —
44729
atikk-co-jp
An MCP server for Notion API with optimized token efficiency and full database …
— ○ ⏳ — — — — — —
44730
hey-nate
An MCP server that lets you manage a Walmart Marketplace seller account in plai…
— ○ ⏳ — — — — — —
44731
phpl
Provides read-only access to Bitbucket Server repositories, pull requests, bran…
— ○ ⏳ — N/A N/A — — —
44732
madtaco-dev
MadTaco Claim
Verification and trust checks for AI agents: validate, screen, propose, account…
— ○ ⏳ — N/A N/A — — —
44733
tobiasfong
Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + S…
— ○ ⏳ — N/A N/A — — —
44734
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
— ○ ⏳ — N/A N/A — — —
44735
adelaidasofia
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
— ○ ⏳ — N/A N/A — — —
44736
yardobr
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
— ○ ⏳ — — — — — —
44737
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
— ○ ⏳ — N/A N/A — — —
44738
james-livefront
Manages poetry catalogs with state-based tracking, thematic connections via nex…
— ○ ⏳ — N/A N/A — 95 —
44739
CSOAI-ORG
yaml-ai-mcp Claim
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …
— ○ ⏳ — N/A N/A — — —
44740
daomengKJ
Enables LLM clients to handle leave applications by providing tools for initial…
— ○ ⏳ — — — — — —
44741
Narasimhan-Lab
tacc-mcp-bio Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
— ○ ⏳ — N/A N/A — — —
44742
MarceloCaporale
Portable, auditable, local-first MCP memory for MCP-compatible AI agents and co…
— ○ ⏳ — N/A N/A — — —
44743
ryotaro-tanaka
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
— ○ ⏳ — N/A N/A — — —
44744
pipeworx-io
Access City of Pflugerville geospatial open data (parcels, zoning, utilities) v…
— ○ ⏳ — — — — — —
44745 — ○ ⏳ — N/A N/A — 95 —
44746
Supermaxman
Enables AI assistants to manage inventory items, locations, and labels in a sel…
— ○ ⏳ — — — — — —
44747
Forkbit Claim 1
Nutrition data for AI agents: search foods, look up nutrients, parse meals, ana…
— ○ — N/A N/A — 69 —
44748
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
— ○ ⏳ — — — — 81 —
44749
shantur
Jarvis MCP Claim
Enables voice conversations with AI assistants directly in the browser, support…
— ○ ⏳ — N/A N/A — — —
44750
kanex1
Exposes KanexPro CMS API as tools for Claude, enabling product lookup, category…
— ○ ⏳ — — — — — —
Showing 44701–44750 of 69261 servers
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