MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49751 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
|
— | ||||||||
| 49752 |
Red by Big Red Cloud
Claim
Secure MCP access to Big Red Cloud accounting data, workflows, help and trainin…
|
— | ||||||||
| 49753 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
|
— | ||||||||
| 49754 |
Enables remote control of Siglent SDG series function/arbitrary waveform genera…
|
— | ||||||||
| 49755 |
yummy-research-mcp
Claim
Exposes overseas and domestic macro/market statistics as MCP tools, including m…
|
— | ||||||||
| 49756 |
bepaid-mcp
Claim
MCP server for bePaid payment gateway enabling payment operations including cre…
|
— | ||||||||
| 49757 |
AgentLinkOps
Claim
Backlink monitoring with dated fetch evidence; checks and change events continu…
|
— | ||||||||
| 49758 |
netdisk-mcp-server
Claim
MCP server for cloud storage operations enabling browsing, file transfer, offli…
|
— | ||||||||
| 49759 |
delego
Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
|
— | ||||||||
| 49760 |
CyberChef MCP Server
Claim
Enables AI assistants to execute 463 CyberChef data manipulation operations—inc…
|
— | ||||||||
| 49761 |
MCP Server with SSE
Claim
Enables real-time data streaming through Server-Sent Events with timestamp broa…
|
— | ||||||||
| 49762 |
mcp-agent-relay
Claim
A durable MCP-native job relay that enables agents to dispatch work to each oth…
|
— | ||||||||
| 49763 |
A TypeScript-based MCP server that provides weather information through resourc…
|
— | ||||||||
| 49764 |
Financial Research
Claim
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
|
— | ||||||||
| 49765 |
Gemini MCP Server
Claim
Integrates Google Gemini's capabilities—including search-grounding, image/video…
|
— | ||||||||
| 49766 |
Apify MCP Server
Claim
Enables web scraping, browser automation, and dataset management through Apify'…
|
— | ||||||||
| 49767 |
KiCAD MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
|
— | ||||||||
| 49768 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
— | ||||||||
| 49769 |
Polvenn MCP Server
Claim
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
|
— | ||||||||
| 49770 |
gdrive-mcp-server
Claim
Enables MCP-compatible AI assistants to interact with a user's Google Drive, in…
|
— | ||||||||
| 49771 |
lnkify
Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
|
— | ||||||||
| 49772 |
ConvRadar
Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
|
— | ||||||||
| 49773 |
Read-only MCP server that gives AI clients access to Google Search Console data…
|
— | ||||||||
| 49774 |
dyer-md
Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
|
— | ||||||||
| 49775 |
ruff-mcp-server
Claim
An MCP server that integrates Ruff linting, formatting, and code analysis tools…
|
— | ||||||||
| 49776 |
Enables AI assistants to control the Comet browser via Chrome DevTools Protocol…
|
— | ||||||||
| 49777 |
Deep Agentic Core MCP
Claim
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
|
— | ||||||||
| 49778 |
JSON validation API for AI agents. Validate JSON syntax, check against JSON Sch…
|
— | ||||||||
| 49779 |
mcp-sse-test-4
Claim
|
— | ||||||||
| 49780 |
quant
Claim
Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarke…
|
— | ||||||||
| 49781 |
Saga
Claim
A local-first MCP server for document ingestion and semantic search, providing …
|
— | ||||||||
| 49782 |
logicnodes-mcp-bridge
Claim
Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call…
|
— | ||||||||
| 49783 |
yfinance-mcp-server
Claim
Provides AI-friendly stock analysis using Yahoo Finance data, including technic…
|
— | ||||||||
| 49784 |
Finance Calculator
Claim
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
|
— | ||||||||
| 49785 |
OpenAPI to MCP Server
Claim
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
|
— | ||||||||
| 49786 |
QGIS MCP
Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
|
— | ||||||||
| 49787 |
gong-nl-db-mcp
Claim
Enables read-only querying of the gong-nl-db Postgres database through natural …
|
— | ||||||||
| 49788 |
book-source-rule-mcp
Claim
An MCP-based rule parsing engine for creating book sources, supporting CSS sele…
|
— | ||||||||
| 49789 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
|
— | ||||||||
| 49790 |
python-docs-mcp-server
Claim
Local, read-only retrieval over official Python standard library docs with exac…
|
— | ||||||||
| 49791 |
wikijs-mcp-http
Claim
MCP server for Wiki.js that exposes 29 tools for managing pages, comments, tags…
|
— | ||||||||
| 49792 |
Guides for making interactive videos & AI product demos that answer viewers' qu…
|
— | ||||||||
| 49793 |
An advanced MCP server that enables Claude Desktop to act as an autonomous Orac…
|
— | ||||||||
| 49794 |
sibyl-memory-mcp
Claim
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
|
— | ||||||||
| 49795 |
MCP Spectral
Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
|
— | ||||||||
| 49796 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
|
— | ||||||||
| 49797 |
FastAPI Docs MCP Server
Claim
Provides AI assistants with real-time access to FastAPI documentation, enabling…
|
— | ||||||||
| 49798 |
Notes MCP Server
Claim
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
|
— | ||||||||
| 49799 |
Baseline Checker
Claim
Enables checking web feature compatibility with Baseline standards, analyzing H…
|
— | ||||||||
| 49800 |
fallnote-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
|
— | ||||||||