MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34151
vitaliiserbynassisterr
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
N/A N/A 67
34152
Abhishek4512009
Enables local task execution using the user's NVIDIA NIM API quota, with tools …
N/A N/A
34153
williajm
MCP Kafka Claim
An MCP server that enables AI assistants to safely interact with Apache Kafka c…
34154
intellieffect
Agentic CMS Claim
Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…
N/A N/A
34155
Marvisatron
everos-mcp Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
N/A N/A
34156
Raffaele86
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
34157
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
34158
mazamakasa
octo-mcp Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
34159
Poorgramer-Zack
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
N/A N/A
34160
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
34161
Vaibhav-Kumar10
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
34162
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
34163
JKasteele
An MCP server that provides tools for deterministic EU AI Act risk classificati…
N/A N/A
34164
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
34165
liyongshun
flow-mcp Claim
A minimal MCP server that provides business control primitives (finish, pause, …
N/A N/A
34166
kev-hu
zep-mcp Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
N/A N/A
34167
bnbhat
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
34168
odirasamuel
Provides read-only access to sports data, odds intelligence, and historical sta…
34169
ahernan2
buffer-mcp Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
34170
gfsantos2
mcp_weather Claim
Provides real-time weather temperature queries for any city with an interactive…
34171
industrial-aiops
OT-AIops Claim
Provides AI agents with safe, governed read access to industrial control system…
34172
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
34173
sam-shepp
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
34174
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
81
34175
deinai
SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. s…
34176
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
34177
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
34178
fernforestgames
An MCP server that enables AI assistants to generate images using Black Forest …
34179
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
34180
First-Touch-Inc
FirstTouch Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
34181
mako10k
Adds async processing to any MCP server, with timeout, task management, and sub…
N/A N/A
34182
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
N/A N/A
34183
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
34184
lemondude21
Enables building and querying knowledge graphs by ingesting documents into Neo4…
34185
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
34186
samson-ailabs
Klarova Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
34187
universal-mcp
Provides a standardized interface for interacting with GitHub's tools and servi…
34188
jcaiagent7143-ui
sendpage Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
34189
estate-atlas
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
34190
rilexus
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
34191
SA-GIMA
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
N/A N/A
34192
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
N/A N/A
34193
iflow-mcp
A comprehensive MCP server that provides AI assistants with professional-grade …
N/A N/A
34194
al928132
Enables Claude Code to save, list, and read markdown notes directly from conver…
N/A N/A
34195
estrenuo
An MCP server that enables AI assistants to interact with OmniFocus on macOS vi…
N/A N/A
34196
v3velev
Persistent, searchable conversation memory shared across Claude Code and Codex,…
N/A N/A
34197
jaysperspective
The MCP gateway that lets any AI agent discover and pay metered APIs on Base or…
N/A N/A 95
34198
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
34199
rajeshpenki
Enables management and monitoring of Databricks jobs, including listing, runnin…
34200
pravin-khandke
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
Showing 34151–34200 of 67181 servers
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