MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 14 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47451 |
Enables Claude to query other LLMs like ChatGPT, Perplexity, and Gemini for ver…
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| 47452 |
hockey-card-analyst
Claim
Interprets advanced hockey player cards to translate metrics into plain-languag…
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| 47453 |
Automates cross-platform e-commerce sourcing between JD and Taobao using AI-dri…
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| 47454 |
crawler-mcp
Claim
Web-crawler MCP server that fetches web pages with static parsing or headless b…
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| 47455 |
mcp-abuseipdb
Claim
Enables AI agents to check IP reputation and abuse reports via AbuseIPDB, inclu…
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| 47456 |
mcp-doc-search
Claim
Enables searching and retrieving documents from a local folder to ground LLM an…
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| 47457 |
homedata-mcp
Claim
Enables AI assistants to query UK property data including EPCs, sale history, p…
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| 47458 |
Plone MCP Server
Claim
Enables content management, search, workflow operations, and Volto blocks manag…
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| 47459 |
Trusty Squire
Claim
Trusty Squire signs up / in to websites for you so you don’t have to.
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| 47460 |
MCP server for managing hierarchical project tracking with PostgreSQL. Enables …
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| 47461 |
FGCLIP-MCP
Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
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| 47462 |
FlowVolt
Claim
Cold engine for B2B founders. Detects buying signals, drafts outreach, books qu…
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| 47463 |
Hive MPP
Claim
Dual-rail 402 (x402 + MPP Tempo) MCP server
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| 47464 |
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
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| 47465 |
wikimedia
Claim
Enables natural language queries to search, retrieve, and explore Wikipedia and…
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| 47466 |
clipboard-mcp-server
Claim
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
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| 47467 |
Persistent expense tracker backed by Neon Postgres with SQL tools for adding, e…
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| 47468 |
keep-mcp
Claim
Enables users to create, search, and retrieve Google Keep notes via natural lan…
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| 47469 |
AI Image Analysis MCP
Claim
Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support …
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| 47470 |
swsd
Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
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| 47471 |
llm-reviewer
Claim
MCP server for reviewing code changes using LLMs, supporting Copilot, Ollama, a…
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| 47472 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 47473 |
VerditNxtGen
Claim
A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities be…
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| 47474 |
NeuroTrade Signal API
Claim
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
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| 47475 |
Browser Jet Pilot
Claim
Self-hosted MCP server for AI browser automation. Connects to your own Chromium…
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| 47476 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
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| 47477 |
gRPC Invoke MCP
Claim
An MCP server for calling gRPC methods from AI agents, enabling them to inspect…
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| 47478 |
Pedalpalooza MCP Server
Claim
Fetches bike ride events from the Pedalpalooza calendar and allows LLMs to quer…
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| 47479 |
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
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| 47480 |
mcp-server-cantera
Claim
An MCP server that wraps Cantera to enable LLMs to perform accurate thermodynam…
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| 47481 |
YÖK Akademik Profiles
Claim
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
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| 47482 |
mcp-hub
Claim
A lightweight control plane and local stdio agent that enables multiple MCP cli…
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| 47483 |
sigmodx-mcp
Claim
Audit infrastructure for AI agents to log consequential decisions (invoice, GL,…
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| 47484 |
StackGuide MCP
Claim
Dynamic context and active engineering workflow for AI coding assistants, enabl…
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| 47485 |
MeshLab-mcp
Claim
MCP bridge for MeshLab enabling mesh operations via HTTP and TCP backends using…
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| 47486 |
terminal-agent
Claim
Local daemon that bridges AI assistants to the local filesystem with read-only …
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| 47487 |
adextract
Claim
Ad libraries are public but fragmented. Every platform is a silo - different UI…
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| 47488 |
eu-reg-mcp
Claim
An MCP server that gives AI agents cited, review-gated grounding in EU regulati…
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| 47489 |
AI Agent MCP Server
Claim
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
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| 47490 |
Mobile car detailing in Jacksonville, FL: prices, open times and booking.
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| 47491 |
ATA Travel
Claim
ATA Travel: agent-first direct booking for accommodations, hotels, and vacation…
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| 47492 |
YouTube transcripts, metadata, timestamps, and AI summaries for AI agents. Auth…
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| 47493 |
simplybook-mcp
Claim
Enables natural language interaction with SimplyBook.me API to manage bookings,…
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| 47494 |
emisar
Claim
Let AI operate servers without SSH. Choose actions, approve risky changes, and …
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| 47495 |
Scan any URL for WCAG accessibility issues (axe-core) and get per-element fixes…
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| 47496 |
trw-mcp
Claim
MCP server providing persistent engineering memory and spec-driven development …
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| 47497 |
MCP Prompt Manager
Claim
Enables AI models like Claude to manage local prompt files with CRUD operations…
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| 47498 |
Ebay MCP Server
Claim
Enables searching eBay for auctions by providing a query and number of results,…
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| 47499 |
Provides comprehensive management of Google Apps Script projects via clasp CLI,…
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| 47500 |
ai-workers-mcp
Claim
Routes commodity NLP tasks like summarization and translation to free-tier LLMs…
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