MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44301
Raffaele86
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
44302
gfsantos2
mcp_weather Claim
Provides real-time weather temperature queries for any city with an interactive…
44303
industrial-aiops
OT-AIops Claim
Provides AI agents with safe, governed read access to industrial control system…
44304
odirasamuel
Provides read-only access to sports data, odds intelligence, and historical sta…
44305
kev-hu
zep-mcp Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
N/A N/A
44306
ahernan2
buffer-mcp Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
44307
bnbhat
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
44308
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
44309
liyongshun
flow-mcp Claim
A minimal MCP server that provides business control primitives (finish, pause, …
N/A N/A
44310
sam-shepp
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
44311
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
44312
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
81
44313
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
44314
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
81
44315
fernforestgames
An MCP server that enables AI assistants to generate images using Black Forest …
44316
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
44317
mako10k
Adds async processing to any MCP server, with timeout, task management, and sub…
N/A N/A
44318
First-Touch-Inc
FirstTouch Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
44319
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
44320
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
N/A N/A
44321
lemondude21
Enables building and querying knowledge graphs by ingesting documents into Neo4…
44322
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
44323
samson-ailabs
Klarova Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
44324
jcaiagent7143-ui
sendpage Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
44325
estate-atlas
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
44326
al928132
Enables Claude Code to save, list, and read markdown notes directly from conver…
N/A N/A
44327
rilexus
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
44328
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
N/A N/A
44329
iflow-mcp
A comprehensive MCP server that provides AI assistants with professional-grade …
N/A N/A
44330
SA-GIMA
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
N/A N/A
44331
universal-mcp
Provides a standardized interface for interacting with GitHub's tools and servi…
44332
estrenuo
An MCP server that enables AI assistants to interact with OmniFocus on macOS vi…
N/A N/A
44333
v3velev
Persistent, searchable conversation memory shared across Claude Code and Codex,…
N/A N/A
44334
pravin-khandke
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
44335
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
44336
etherwindy
Bangumi MCP Claim
Enables searching and retrieving information about anime, manga, and related co…
44337
rajeshpenki
Enables management and monitoring of Databricks jobs, including listing, runnin…
44338
IsaacEryn
A11y Check Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
N/A N/A
44339
lumiastream
An MCP server for Lumia Stream that lets AI assistants trigger commands, set li…
N/A N/A
44340
C0d1g0v3c
obsidian-mcp Claim
MCP server that provides read and write access to an Obsidian vault by interact…
N/A N/A
44341
auraweon7-ship-it
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
81
44342
shndo1337
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
44343
VibeTechnologies
Vibe MCP Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
44344
embedded-society
An MCP server that provides file I/O and primitive placement tools, enabling AI…
N/A N/A
44345
Heretek-RE
re-il2cpp Claim
An MCP server that recovers original C# class, method, field, and parameter nam…
N/A N/A
44346
Coding-Professional
Enterprise-grade MCP server for Vibe APIs, enabling AI agents to manage project…
44347
vinades
mcp-dauthau Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
44348
Saurabhsing21
DeepMap MCP Claim
Enables LLMs to directly access and analyze cancer dependency data from the Dep…
N/A N/A
44349
ilhankilic
AI-powered spatial intelligence for landscape restoration, enabling queries on …
44350
xiachenggang
Provides AI knowledge base query service for Cocos Creator 3.8.8 + exia-framewo…
N/A N/A
Showing 44301–44350 of 67197 servers
« Prev 1 885 886 887 888 889 1344 Next »