MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50901
RadhaKrishna0018
Enables triggering Jenkins release and patch pipelines through natural language…
50902
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
50903
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
50904
dcc-mcp
dcc-mcp-fpt Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
50905
applehell
MCP server providing persistent, searchable memory management for AI workflows,…
50906
eventtrader
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
N/A N/A
50907
gallardo.kevin0
my-project Claim
N/A N/A 95
50908
jooyoungseo
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
81
50909
thinktraveller
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
95
50910
woodwosj
An Odoo module that embeds an MCP server, enabling AI agents to directly access…
50911
marketcaper
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
81
50912
ssmancha
Jeikin Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
50913
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
50914
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
50915
weekend-project-space
Enables RSS feed management using the Fever API, supporting retrieval of feeds,…
50916
postgres-mcp Claim 1
PostgreSQL MCP server - query, schema introspection, explain, and health checks…
N/A N/A 81
50917
asbis
ShapeItUp Claim
Enables AI agents to write TypeScript to create, render, verify, and export par…
50918
pipeworx-io
Etherscan Claim
Etherscan MCP — multichain block-explorer API (Etherscan V2)
50919
Beerspitnight
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
N/A N/A 95
50920
Rckl88
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
50921
alexcc4
Enables AI assistants to securely interact with MySQL databases, including list…
N/A N/A
50922
tntclaus
MCP server that enables AI agents to join Jitsi Meet rooms, send/receive chat, …
N/A N/A
50923
mcp-tool-shop-org
Provides a local, queryable mirror of changelogs from Anthropic and related AI …
N/A N/A
50924
dvdksn
MCP server with ISO week and calendar tools for date conversion, week math, and…
N/A N/A
50925
MarketcheckHub
Vehicle valuations & market reports for AI assistants. Pay per report, no subsc…
50926 N/A N/A 95
50927
zduggem
pessoal Claim
N/A N/A 95
50928
manutout
allema Claim
N/A N/A 95
50929
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
50930
tansunyj
Extracts direct download URLs for video and audio streams from various platform…
N/A N/A
50931
HelloSafe
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
50932
Space-C0wboy
An MCP server that exposes the Vicarius vRx External Data API to AI assistants,…
81
50933
dylansumser
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
50934
nasirhuss86
A custom MCP server for sending and managing Gmail emails, supporting both App …
50935
dorangao
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
N/A N/A
50936
gaudiolab-mcp
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
50937
shigeki7777
Provides a remote MCP server with tools like guild_feed and join_guild for AI a…
50938
Gonzih
cc-agent Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
50939
PXSR
A smart MCP server for multi-engine web search with AI-powered results, support…
50940
krtw00
A lightweight and fast MCP server that enables AI agents to efficiently discove…
81
50941
holger1411
An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat …
50942
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
N/A N/A
50943
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
50944
Somsubhra-Nandi
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
50945
iampopovich
Enables interaction with TestIT test management platform, allowing management o…
N/A N/A
50946
zsomtor
MCP server that wraps a personal task manager REST API, enabling Claude to read…
50947
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
50948
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
81
50949
gabriellambrechtfranco
cep-tools Claim
An MCP server that provides a tool to query Brazilian postal codes (CEPs) via t…
50950
davidmosiah
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
N/A N/A
Showing 50901–50950 of 57160 servers