MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32451 |
paper-download
Claim
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| 32452 |
Google Drive MCP Server
Claim
Enables AI agents to efficiently access and process Google Drive documents by c…
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| 32453 |
Charon
Claim
Self-hostable control plane for managing the full lifecycle of non-human identi…
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| 32454 |
ai-visibility-mcp
Claim
Enables AI agents to check whether AI assistants recommend a brand and audit a …
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| 32455 |
ERPNext MCP Server
Claim
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
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| 32456 |
math-solver-ai-mcp
Claim
math-solver-ai-mcp MCP server by MEOK AI Labs
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| 32457 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
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| 32458 |
customer-support-ai-mcp
Claim
customer-support-ai-mcp MCP server by MEOK AI Labs
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| 32459 |
Komodo MCP Server
Claim
Enables management of Komodo infrastructure including servers, stacks, deployme…
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| 32460 |
This MCP server provides 16 intelligent tools for searching, retrieving, and li…
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| 32461 |
ragalgo-v3
Claim
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| 32462 |
LND MCP Server
Claim
Connects to Lightning Network nodes and enables natural language queries for ch…
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| 32463 |
secu
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| 32464 |
Hiking MCP Server
Claim
Allows you to search for hiking routes on Wikiloc using geographic and textual …
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| 32465 |
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
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| 32466 |
clianythingharness-mcp
Claim
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
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| 32467 |
XAPS MCP Server
Claim
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
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| 32468 |
gotham-browser
Claim
Enables Claude Code to control a real browser using AI for web scraping, compet…
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| 32469 |
LOLBAS, GTFOBins, and process parent-child lookups for detection engineering ag…
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| 32470 |
Aptos Blockchain Server
Claim
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
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| 32471 |
RedNote MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to search, ret…
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| 32472 |
slop-mcp
Claim
An MCP orchestration layer that aggregates multiple MCP servers while exposing …
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| 32473 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
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| 32474 |
NotebookLM MCP Server
Claim
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
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| 32475 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
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| 32476 |
meok-quantum-scoring-mcp
Claim
MEOK AI Labs - quantum-scoring MCP server extracted from SOV3
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| 32477 |
Toleno Network
Claim
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
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| 32478 |
data-detroit
Claim
Provides access to Detroit open data via ArcGIS REST API, enabling querying and…
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| 32479 |
mcp-memory-gateway
Claim
A FastAPI + FastMCP shared-memory gateway in front of Honcho v3 that provides a…
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| 32480 |
IoT MCP Server
Claim
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
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| 32481 |
PT5 MCP Server
Claim
Enables parsing, analysis, and export of power measurement data from Monsoon Po…
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| 32482 |
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
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| 32483 |
five-mcp
Claim
LLM character consistency engine — generates structured JSON constraints from 4…
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| 32484 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network blockchain and Coinba…
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| 32485 |
validator-ai-mcp
Claim
AI-powered validator ai MCP server for agents. Supports validate json, validate…
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| 32486 |
ClickUp MCP Server
Claim
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
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| 32487 |
Pinchtab MCP Wrapper
Claim
MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…
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| 32488 |
AEGIS MCP Server
Claim
Provides AI agents with private, pay-per-request internet access through reside…
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| 32489 |
glm-image-mcp-server
Claim
MCP server for generating images using Z.AI's glm-image model. Supports image g…
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| 32490 |
remark-mcp
Claim
Enables AI assistants to browse and read documents from a reMarkable tablet con…
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| 32491 |
VectorClaw
Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
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| 32492 |
Research Server
Claim
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
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| 32493 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 32494 |
loreto-mcp
Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
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| 32495 |
cosmo-mcp
Claim
MCP server that connects Hermes Agent to ERPNext for managing stock, sales, cus…
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| 32496 |
CC2CC
Claim
Enables file-based agent-to-agent communication between Claude Code instances o…
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| 32497 |
lever-mcp-server
Claim
Enables Claude to interact with the Lever ATS for candidate management, intervi…
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| 32498 |
Google Admin MCP Server
Claim
A FastMCP server for managing Google Workspace users through the Admin Director…
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| 32499 |
ADK MCP Server
Claim
An offline-first MCP server for querying Google ADK documentation using vector …
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| 32500 |
doorvault-mcp
Claim
Enables AI assistants to analyze rental property deals using DoorVault IDEAL Sc…
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