MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61451 |
COTAL actions (cotal.ai)
Claim
cotal.ai actions: product overview, site search, build log, feedback, Cloud wai…
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| 61452 |
jira-mock-mcp
Claim
Enables AI assistants to interact with a self-hosted Jira clone for testing, su…
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| 61453 |
cz-eli-mcp
Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
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| 61454 |
memhippo
Claim
Provides persistent, shared memory for AI agents by capturing conversations ver…
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| 61455 |
ai-memory-mcp
Claim
Provides persistent session memory for AI assistants, enabling them to store, s…
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| 61456 |
Rive MCP Server
Claim
Orchestrates Rive animations by enabling discovery, integration, and compositio…
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| 61457 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 61458 |
percollate-mcp
Claim
An MCP server that wraps Percollate to convert web pages into PDF, EPUB, HTML, …
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| 61459 |
An MCP server providing intelligent development assistance for WaveMaker React …
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| 61460 |
agent-quality-oss
Claim
An MCP server that provides 46 tools for construction quality management, enabl…
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| 61461 |
tuvio-vacuum
Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
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| 61462 |
LimeAI MCP Server
Claim
MCP server for integrating LimeAI capabilities into your workflow. Enables acce…
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| 61463 |
Datacite
Claim
DataCite MCP — DOIs for research datasets (free, no auth)
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| 61464 |
odooclaw-mcp
Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
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| 61465 |
Weather MCP Agent
Claim
Enables querying real-time weather data for Israeli cities through natural lang…
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| 61466 |
GraphMemory-IDE
Claim
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
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| 61467 |
obol-mcp
Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
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| 61468 |
Gym MCP
Claim
Enables AI agents to discover and play games like Tic-Tac-Toe through a standar…
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| 61469 |
fabric-mcp-server
Claim
Enables read-only access to Microsoft Fabric data-pipeline run history and DAX …
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| 61470 |
Enables WordPress content management through the Model Context Protocol, allowi…
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| 61471 |
MCP server for Homebridge that enables AI assistants to control smart home acce…
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| 61472 |
Podcast Index MCP
Claim
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
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| 61473 |
mcparr
Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
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| 61474 |
Korea Real Estate MCP
Claim
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
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| 61475 |
runway-mcp
Claim
Enables creating and managing Runway video generation tasks (text-to-video, vid…
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| 61476 |
Second Brain MCP
Claim
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
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| 61477 |
Enables real-time internet searches via DuckDuckGo Lite with automatic retry, s…
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| 61478 |
bigquery-mcp
Claim
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| 61479 |
console-mcp
Claim
An MCP server for streaming and searching macOS Console.app and iOS device logs…
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| 61480 |
Fetches Weibo hot search trends, details, and comments, enabling real-time soci…
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| 61481 |
mcp-connector-for-akamai
Claim
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
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| 61482 |
stateless-mcp-starter
Claim
An Express + TypeScript starter for building stateless MCP servers with explici…
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| 61483 |
Harvest MCP Server
Claim
Enables interaction with the Harvest time tracking API for managing time entrie…
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| 61484 |
mcp-gsuite-enhanced
Claim
Comprehensive MCP server for Google Workspace with complete Gmail API coverage …
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| 61485 |
mcp_server
Claim
Provides configuration examples and management for MCP servers supporting stdio…
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| 61486 |
Automates backlink discovery and outreach for calcolatorigratis.com using Googl…
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| 61487 |
searxng-http-mcp
Claim
Self-contained SearXNG MCP server in Docker. 200+ search engines, 30+ categorie…
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| 61488 |
mcp-ashigaru
Claim
An MCP server that enables autonomous code development by pulling GitHub issues…
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| 61489 |
tilt-mcp
Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
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| 61490 |
DevStandards MCP Server
Claim
Provides AI agents with access to 284+ development best practices, security gui…
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| 61491 |
ClawHire MCP
Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
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| 61492 |
ikea-mcp
Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
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| 61493 |
A simple MCP server that provides basic calculator operations such as add, subt…
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| 61494 |
Identity Provisioner
Claim
Provision demo user identities to test and prototype workflows securely. Explor…
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| 61495 |
proposalcraft
Claim
MCP server that drafts client proposals in your own voice. Save 2-3 of your win…
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| 61496 |
Draw.io MCP Server
Claim
Enables AI models to create and manage various types of diagrams (flowcharts, U…
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| 61497 |
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
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| 61498 |
obsidian-mcp
Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
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| 61499 |
search-console-mcp
Claim
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
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| 61500 |
NexusTrader MCP
Claim
Exposes NexusTrader's account, positions, market data, and trading capabilities…
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