MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61451
Cotal-AI
cotal.ai actions: product overview, site search, build log, feedback, Cloud wai…
61452
ZacharyF-dev
Enables AI assistants to interact with a self-hosted Jira clone for testing, su…
61453
matematicsolutions
cz-eli-mcp Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
N/A N/A
61454
memhippo
memhippo Claim
Provides persistent, shared memory for AI agents by capturing conversations ver…
N/A N/A
61455
zhanpu89
Provides persistent session memory for AI assistants, enabling them to store, s…
61456
astralisone
Orchestrates Rive animations by enabling discovery, integration, and compositio…
61457
nourelhoudaas
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
N/A N/A
61458
ljbred08
An MCP server that wraps Percollate to convert web pages into PDF, EPUB, HTML, …
N/A N/A
61459
wm-raajvamsy
An MCP server providing intelligent development assistance for WaveMaker React …
N/A N/A
61460
ratelworks
An MCP server that provides 46 tools for construction quality management, enabl…
N/A N/A
61461
yasg1988
tuvio-vacuum Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
N/A N/A
61462
liuwenlonghub
MCP server for integrating LimeAI capabilities into your workflow. Enables acce…
N/A N/A
61463
pipeworx-io
Datacite Claim
DataCite MCP — DOIs for research datasets (free, no auth)
61464
nicolasramos
odooclaw-mcp Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
61465
Lea-Wormsser
Enables querying real-time weather data for Israeli cities through natural lang…
N/A N/A
61466
elementalcollision
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
61467
superbigroach
obol-mcp Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
61468
IshanTiwari0112
Gym MCP Claim
Enables AI agents to discover and play games like Tic-Tac-Toe through a standar…
N/A N/A
61469
user-vik
Enables read-only access to Microsoft Fabric data-pipeline run history and DAX …
61470
galatanovidiu
Enables WordPress content management through the Model Context Protocol, allowi…
61471
mp-consulting
MCP server for Homebridge that enables AI assistants to control smart home acce…
N/A N/A
61472
pipeworx-io
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
61473
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
61474
tae0y
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
61475
runapi-ai
runway-mcp Claim
Enables creating and managing Runway video generation tasks (text-to-video, vid…
61476
DegenDoes
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
61477
sourav-spd
Enables real-time internet searches via DuckDuckGo Lite with automatic retry, s…
61478
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
61479
rohithgoud30
console-mcp Claim
An MCP server for streaming and searching macOS Console.app and iOS device logs…
N/A N/A
61480
Yooki-K
Fetches Weibo hot search trends, details, and comments, enabling real-time soci…
61481
amankrokx
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
61482
waream2
An Express + TypeScript starter for building stateless MCP servers with explici…
61483
tgmclaughlin
Enables interaction with the Harvest time tracking API for managing time entrie…
61484
ajramos
Comprehensive MCP server for Google Workspace with complete Gmail API coverage …
61485
hfhfn
mcp_server Claim
Provides configuration examples and management for MCP servers supporting stdio…
61486
Raffaele86
Automates backlink discovery and outreach for calcolatorigratis.com using Googl…
61487
whw23
Self-contained SearXNG MCP server in Docker. 200+ search engines, 30+ categorie…
61488
crunchtools
mcp-ashigaru Claim
An MCP server that enables autonomous code development by pulling GitHub issues…
61489
alleneubank
tilt-mcp Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
N/A N/A
61490
ivangrynenko
Provides AI agents with access to 284+ development best practices, security gui…
N/A N/A 95
61491
WonderCV
ClawHire MCP Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
81
61492
taejin5314
ikea-mcp Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
61493
Yash-synergy
A simple MCP server that provides basic calculator operations such as add, subt…
N/A N/A
61494
Auxin-io
Provision demo user identities to test and prototype workflows securely. Explor…
N/A N/A 95
61495
jabbawocky
MCP server that drafts client proposals in your own voice. Save 2-3 of your win…
N/A N/A
61496
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
N/A N/A
61497
aakarshitsharma06
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
N/A N/A
61498
darrenlopez
obsidian-mcp Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
N/A N/A
61499
sudomichael
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
N/A N/A
61500
Quantweb3-com
Exposes NexusTrader's account, positions, market data, and trading capabilities…
N/A N/A
Showing 61451–61500 of 67291 servers