MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49751
Augustin-Gorge
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
49752
BigRedCloud
Secure MCP access to Big Red Cloud accounting data, workflows, help and trainin…
49753
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
N/A N/A
49754
lxkang00
Enables remote control of Siglent SDG series function/arbitrary waveform genera…
49755
Yeom
Exposes overseas and domestic macro/market statistics as MCP tools, including m…
49756
theYahia
bepaid-mcp Claim
MCP server for bePaid payment gateway enabling payment operations including cre…
N/A N/A
49757
sunlover7
AgentLinkOps Claim
Backlink monitoring with dated fetch evidence; checks and change events continu…
49758
ptbsare
MCP server for cloud storage operations enabling browsing, file transfer, offli…
49759
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
N/A N/A
49760
doublegate
Enables AI assistants to execute 463 CyberChef data manipulation operations—inc…
49761
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
49762
brenoperucchi
A durable MCP-native job relay that enables agents to dispatch work to each oth…
N/A N/A
49763
daunload
A TypeScript-based MCP server that provides weather information through resourc…
N/A N/A 95
49764
hollaugo
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
N/A N/A 95
49765
Raindancer118
Integrates Google Gemini's capabilities—including search-grounding, image/video…
49766
madaoQ
Enables web scraping, browser automation, and dataset management through Apify'…
49767
Bov27
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
N/A N/A
49768
marshm3ll0Ic3
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
49769
henrikogaard
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
N/A N/A
49770
devinxiong97
Enables MCP-compatible AI assistants to interact with a user's Google Drive, in…
49771
lnkify
lnkify Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
N/A N/A
49772
Pikaivan
ConvRadar Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
49773
Vrealmatic
Read-only MCP server that gives AI clients access to Google Search Console data…
49774
Srishesh-Archik
dyer-md Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
N/A N/A 95
49775
drewsonne
An MCP server that integrates Ruff linting, formatting, and code analysis tools…
N/A N/A
49776
ViktorMotor
Enables AI assistants to control the Comet browser via Chrome DevTools Protocol…
N/A N/A
49777
DeepAgentLabs
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
N/A N/A
49778
axel-belfort
JSON validation API for AI agents. Validate JSON syntax, check against JSON Sch…
N/A N/A 95
49779 N/A N/A 95
49780
predictionmarketspicks
quant Claim
Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarke…
49781
maxinedotdev
Saga Claim
A local-first MCP server for document ingestion and semantic search, providing …
N/A N/A
49782
cmdenney
Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call…
49783
mokemokechicken
Provides AI-friendly stock analysis using Yahoo Finance data, including technic…
49784
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 95
49785
Afstkla
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
N/A N/A
49786
lefcgis
QGIS MCP Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
N/A N/A
49787
andyhorvitz
Enables read-only querying of the gong-nl-db Postgres database through natural …
N/A N/A
49788
lingy-Mg
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
N/A N/A
49789
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
49790
ayhammouda
Local, read-only retrieval over official Python standard library docs with exac…
N/A N/A
49791
Lil-Beast-666
MCP server for Wiki.js that exposes 29 tools for managing pages, comments, tags…
49792
DemoMagic Claim 1
Guides for making interactive videos & AI product demos that answer viewers' qu…
N/A N/A 81
49793
qualigenai
An advanced MCP server that enables Claude Desktop to act as an autonomous Orac…
N/A N/A
49794
marox-cyber
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
49795
mark-sivill
MCP Spectral Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
N/A N/A
49796
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
49797
jaredthivener
Provides AI assistants with real-time access to FastAPI documentation, enabling…
N/A N/A
49798
misdarmanto
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
N/A N/A
49799
htshongany
Enables checking web feature compatibility with Baseline standards, analyzing H…
N/A N/A
49800
sjgant80-hub
fallnote-mcp Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
Showing 49751–49800 of 67226 servers
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