MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42401
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
42402
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
42403
david-pivonka
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
42404
JiHungLin
A lightweight MCP server that lets distributed AI agent teams query a designate…
42405
quanlh30504
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
N/A N/A
42406
AlanEzequiel112
MCP server that enables AI agents to perform GitHub operations like creating re…
42407
hamzakammar
Horizon Claim
An MCP server that connects AI assistants to university D2L Brightspace and Pia…
42408
Murali1889
Mursa MCP Claim
Enables Claude Code, Claude Desktop, Cursor, or any MCP-compatible client to in…
42409
glekner
IL Bank MCP Claim
Finance assistant that brings your Israeli bank data to any AI assistant, enabl…
N/A N/A
42410
madebyaram2024
An MCP server to search for photos and videos on Pexels.
N/A N/A
42411
morinooji
ls-news-mcp Claim
N/A N/A 95
42412
Osseni94
A free, unlimited screen capture and recording MCP server for Python. Captures …
N/A N/A
42413
davidlinjiahao
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
N/A N/A
42414
mithung-vunet
Connects AI assistants to live VuNet observability data, allowing querying metr…
42415
SoumilBhandari
Bastion Claim
A local-first control plane for AI agent tools, providing policy enforcement, s…
N/A N/A
42416
agimenez-dev
Enables searching and reading Thunderbird emails locally through MCP, using the…
N/A N/A
42417
bcousin93
Enables Claude Code to create HubSpot marketing email drafts from Markdown and …
N/A N/A
42418
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
42419
osa-ora
An MCP server for interacting with an HR database, enabling querying employee d…
42420
shichao402
vikunja-mcp Claim
Enables AI assistants to interact with Vikunja task management via ergonomic an…
42421
ujo78
Enables AI agents to vectorize raster images and import vector files (PDF/AI/EP…
N/A N/A
42422
Emieeel
Provides accurate competitive Pokémon information for Pokémon Champions, includ…
N/A N/A
42423
fgouzi
mcp-i14y Claim
Connects AI assistants to the Swiss I14Y Interoperability Platform, enabling na…
42424
chunfangzou8-lang
MCP server for a text-based fishing game that allows Claude to play remotely vi…
42425
nickschuetz
o3de-mcp Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
N/A N/A
42426
Sergio-72
Unifies LAN agent memory (Postgres + pgvector + Ollama) with an Obsidian vault …
42427
Koreahwan
wraith-mcp Claim
An AI-native stealth browser MCP server that uses AI vision navigation and bot …
42428
guqing
exo Claim
An MCP server that ingests various data sources and uses LLMs to compile them i…
N/A N/A
42429
kingtousick
lawyer-mcp Claim
Enables searching Korean court auction cases and personal case information via …
N/A N/A
42430
Samet-Berkay-Taskin
A comprehensive MCP server for frontend analysis. It provides Google Lighthouse…
N/A N/A
42431
alaarab
phren Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
N/A N/A
42432
deialedin
Enables monitoring web pages for changes using Playwright, storing snapshots in…
N/A N/A
42433
openmcp-pro
openmcp Claim
Enables AI agents to automate web tasks such as browsing, clicking, typing, and…
N/A N/A
42434
Jamie-BitFlight
Provides AI assistants with progressive code intelligence to explore repository…
N/A N/A
42435
stwomack
Enables basic banking operations (CRUD) with persistent MongoDB storage, suppor…
42436
JonasSousaAP
Enables AI agents to interact with the Advbox legal management system, supporti…
N/A N/A
42437
HoganDong486
Equips AI coding agents with filesystem, Git, database, and computation tools v…
N/A N/A
42438
tkorkmazeth
A recoverable Firecrawl MCP server that adds payment lifecycle, idempotency, an…
42439
erniomaldo
nc-forms-mcp Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
42440
ncsound919
UFC-MCP Claim
A local file conversion server supporting audio, video, image, document, and sp…
N/A N/A
42441
kao273183
MCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands …
42442
nirvana6
A zero-friction stdio MCP bridge connecting Cursor Desktop to a local Hermes Ag…
N/A N/A
42443
Youn-17
Enables AI agents to create publication-quality scientific diagrams, flowcharts…
N/A N/A
42444
dreamrec
ComfyPilot Claim
An MCP server that bridges AI agents with ComfyUI for automated workflow buildi…
42445
CarlosYonng
Enables business services to push error logs and generate diagnostic reports us…
42446
essos-bot
Provides 11 MCP tools for querying A-share market data, financial reports, stoc…
42447
cklose2000
Enables creation, optimization, and management of PineScript trading strategies…
N/A N/A
42448
ebin198351-akl
Agent Room Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
42449
trackly-app
trackly-cli Claim
MCP server for job search and application tracking, enabling AI agents to searc…
42450
Longtran2404
MCP server for Google Drive integration with file management, search, sharing, …
Showing 42401–42450 of 67197 servers
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