MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60901
mm-gtm
Enables Claude Desktop to access and query RBPaaS Operation Hub data, including…
N/A N/A
60902
ajinkyasabale-github
Enables LLMs to interact with OpenEHR electronic health record systems by retri…
81
60903
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
60904
Nishant-Chaudhary5338
Index any TypeScript/React repo (including monorepos) into a queryable code gra…
N/A N/A
60905
M4GNV5
Enables AI agents to edit and serve a static website via natural language, prov…
60906
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
N/A N/A
60907
solomonneas
n8n-ops-mcp Claim
Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, ins…
N/A N/A
60908
Continuum-AI-Corp
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
N/A N/A
60909 N/A N/A 95
60910
catalogapi
catalogapi Claim
Check reward coverage by country, search real catalog items, and ask how Catalo…
60911
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
81
60912
adshaa
Bridges AI assistants to Salla e-commerce stores for natural language operation…
60913
molpass
mcp-weather Claim
Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for mult…
60914
SNYCFIRE-CORE
Connects any MCP-compatible AI client to Letta.ai's stateful agents for agent c…
60915
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
N/A N/A
60916 N/A N/A 95
60917
CSOAI-ORG
Clinical Trials Ai MCP Server by MEOK AI Labs
N/A N/A
60918
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
N/A N/A 95
60919
usephedm
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
81
60920
jimmytbc
A grounded Singapore travel-planning brain for your AI personal assistant.
81
60921
vibefix
vibefix-mcp Claim
Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix i…
N/A N/A 95
60922
Baadr-IA
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
60923
elliot-evno
DDG MCP3 Claim
A basic MCP server with example tools including message echoing and server info…
N/A N/A 95
60924
Rhodium11
MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…
60925
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
60926
jdorfman
Enables AI assistants to control CleanShot X for screenshots, recordings, OCR, …
N/A N/A
60927
sofianbettayeb
Enables querying Google Search Console data, including search analytics, indexi…
N/A N/A
60928
Joshlucpoll
moxie-mcp Claim
A remote MCP server for the Moxie Public API, deployable to Cloudflare Workers.…
60929
Semantic API Claim 1
Search and discover any API using natural language. 163+ providers with auto-di…
N/A N/A 69
60930
josefrichter
Event registration at scale: events with photos, waitlists, virtual queues, and…
60931
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
N/A N/A
60932
diverdown1964
Enables control and monitoring of Home Assistant smart home devices through MCP…
81
60933
icemoon-dev
Control real, physical iPhones with AI: screen reading, human-like touch, no ja…
N/A N/A
60934
harmehak0173
nutrition_db Claim
Generates personalized 7-day meal plans based on user profile and goals, and pr…
60935
JerBouma
200+ transparent financial metrics calculated from raw statements, not third-pa…
60936 N/A N/A 95
60937
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
60938
Atypical-Consulting
RoselineMCP Claim
MCP server for C# code analysis and automated fixing using Roslyn analyzers and…
N/A N/A
60939
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
60940
datakoot
SEC EDGAR for AI agents: company filings, financials and insider trades. No API…
60941
CSOAI-ORG
AI-powered stock analyzer ai MCP server for agents. Supports analyze stock, cal…
N/A N/A
60942
cyanheads
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and…
N/A N/A
60943
JeronimoColon
Tidesman Claim
A free native MCP server for running and debugging Linux containers with Apple'…
N/A N/A
60944
yanggf8
Wraps the Amazon Q CLI to enable MCP hosts to interact with Amazon Q's AI capab…
N/A N/A
60945
ankurmans
whooshly-mcp Claim
Create short links, QR codes, UTM templates, vCards, and landing pages from you…
60946
presidio-oss
A Model Context Protocol (MCP) server for Specifai project integration and auto…
N/A N/A
60947
j-token
An MCP server that wraps the Claude Agent SDK, enabling Claude-powered queries,…
N/A N/A
60948
ggemba
squad-mcp Claim
Exposes the squad-dev workflow as deterministic MCP tools, enabling task classi…
N/A N/A
60949
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 95
60950
junter1989k-ai
Indonesia payments for AI agents — GoPay, QRIS, Alfamart, bank VA via Midtrans.…
Showing 60901–60950 of 66475 servers