MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32701
ahmedEid1
lumen Claim
Lumen — open-source agentic AI tutor. Custom multi-agent orchestrator (no LangC…
N/A N/A
32702
gest0r1
mcp-itop Claim
MCP server for iTop ITSM that provides 19 tools for analytics, ticket managemen…
32703
auto-duan
strudel-mcp Claim
Provides Strudel reference documentation as MCP tools for AI coding assistants,…
N/A N/A
32704
livingroot
metabase-mcp Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
32705
gerbal
linear-mcp Claim
Enables AI agents to manage Linear issues, projects, teams, and more via the Mo…
32706
DEmodoriGatsuO
A Model Context Protocol server that connects AI assistants to SharePoint via M…
32707
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
32708
rafaellopes
MCP server exposing 95 categories of independent work, freelance, gig and side-…
32709
Pb-207
An MCP server that enables academic research by searching Google Scholar, fetch…
N/A N/A
32710
storyblok
Provides access to the Storyblok Management API via MCP, enabling content manag…
32711
r123singh
Enables interaction with Trello boards, lists, and cards. Supports creating, up…
32712
RMANOV
Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
N/A N/A
32713
YummyTastyCode
Synchronize Colab notebook files through Google Drive without executing noteboo…
N/A N/A
32714
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
32715
CSOAI-ORG
photography-ai-mcp MCP server by MEOK AI Labs
N/A N/A
32716
Tim-Projekt
Agent Router Claim
Discover and call AI agents via MCP. Supports A2A agents and platform agents wi…
32717
Marsmanleo
MarsNMe Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
N/A N/A
32718
Entidex
Entity intelligence across AI surfaces. Read the verified record and submit cor…
32719
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
N/A N/A 95
32720
shubhvisputek
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
32721
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
32722
williamvd4
A MCP server that provides browser automation tools, allowing users to navigate…
N/A N/A 95
32723
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
32724
songminkyu
Provides PDF analysis, data extraction, form filling, and comparison capabiliti…
N/A N/A
32725
malkreide
register-mcp Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
32726
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
N/A N/A
32727
QiuYanzhao
mcp_servers Claim
提供A股行情数据服务,支持获取实时行情、K线数据、股票列表、搜索、市场指数和热门股票等功能。
32728
Ahmeth4n
renef-mcp Claim
MCP server for Renef, providing dynamic instrumentation and reverse engineering…
N/A N/A
32729
Stevegriswoldatl
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
32730
Stelath
Enables Claude to create mathematical animation videos using Manim, allowing vi…
N/A N/A 95
32731
Humotica
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
32732
weiyueli7
Extract structured insights from personal and organizational profile pages. Sea…
N/A N/A 95
32733
maxkle1nz
m1nd Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
N/A N/A
32734
workbookbulb863
Search, compare, and analyze Korean national laws and public institution intern…
32735
tak-uukti
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
N/A N/A
32736
thinkthinking
Provides prompt management, resource management, and tool call capabilities (co…
N/A N/A
32737
midsane
Provides file system operations (list, read, write, search) via MCP, enabling a…
N/A N/A
32738
jvanmelckebeke
mcp-synaptic Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
32739
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
N/A N/A
32740
ripafratta
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
N/A N/A
32741
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
81
32742
EvidInvest
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
N/A N/A
32743
cyanheads
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
32744
Knuckles-Team
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
32745
sebastianall1977
gmail-mcp6 Claim
N/A N/A 95
32746
toolkit-ai
Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
32747
inevs
A TypeScript-based MCP server that integrates with the Clockodo time tracking A…
32748
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
32749
daslabhq
openusd-mcp Claim
Enables AI assistants to read, inspect, and manipulate OpenUSD 3D scenes, inclu…
N/A N/A
32750
NexusX-MCP
Enables AI assistants to interact with the Telegram Bot API, allowing them to s…
Showing 32701–32750 of 62098 servers
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