MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 3 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67251 |
UniFi Network MCP Server
Claim
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
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| 67252 |
comfyui-mcp-server
Claim
Enables AI assistants to generate images using ComfyUI by exposing tools for im…
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| 67253 |
Obsidian MCP Server
Claim
Turn your Obsidian vaults into structured context sources for Claude Desktop wi…
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| 67254 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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| 67255 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 67256 |
TubePilot
Claim
Enables AI assistants to fetch and analyze YouTube data, including video info, …
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| 67257 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
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| 67258 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
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| 67259 |
Plan US National Park Service trips — parks, alerts, campgrounds, things to do,…
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| 67260 |
AdrMcp
Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
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| 67261 |
Provides 50+ tools for audit, repair, notifications, GL posting, reporting, and…
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| 67262 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
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| 67263 |
Adobe Target MCP
Claim
An unofficial MCP server that enables natural language management of Adobe Targ…
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| 67264 |
VibeGuard MCP
Claim
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
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| 67265 |
outline-wiki-mcp
Claim
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
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| 67266 |
filesystem-mcp-server
Claim
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| 67267 |
brand-voice-mcp
Claim
Enforces brand writing guidelines in Claude Code by analyzing Markdown files fo…
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| 67268 |
AmexAnalysis-MCP
Claim
Enables analysis of American Express credit card statements with vendor unmaski…
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| 67269 |
send-decision
Claim
Send-decision email verification: agents get send/review/avoid with evidence, p…
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| 67270 |
teamleader-mcp
Claim
Enables natural language control of Teamleader Focus CRM, invoicing, and projec…
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| 67271 |
DJD Agent Score
Claim
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
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| 67272 |
Enables AI agents to manage Google Tag Manager accounts, containers, workspaces…
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| 67273 |
mcp-skatteetaten
Claim
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
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| 67274 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 67275 |
enrichment
Claim
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| 67276 |
mcp-db-analyzer
Claim
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
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| 67277 |
mcp-enuygun-fs
Claim
Enables searching for places and tourist activities using Foursquare and Amadeu…
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| 67278 |
vault-mcp
Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
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| 67279 |
tero-mcp-lite
Claim
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
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| 67280 |
AgenTest
Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
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| 67281 |
SQLite MCP Server
Claim
Provides read and write access to multiple SQLite databases through the Model C…
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| 67282 |
mcp-arcgis-houston
Claim
This MCP server provides access to City of Houston GIS open geospatial data, en…
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| 67283 |
mcp-recherche-entreprise
Claim
Enables searching for French companies using the official data.gouv.fr API, wit…
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| 67284 |
telnyx-ai
Claim
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| 67285 |
MCP Gemini CLI
Claim
Wraps Google's Gemini CLI to expose search, chat, and file analysis tools via t…
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| 67286 |
WLADY_CODE MCP
Claim
An MCP server that turns any codebase into a queryable knowledge graph — and re…
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| 67287 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries to…
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| 67288 |
InboxAPI CLI
Claim
Provides an AI agent with its own email address to send, receive, and manage em…
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| 67289 |
or-info
Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
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| 67290 |
A secure and optimized MCP server for integrating ClickUp project management, e…
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| 67291 |
konid-ai
Claim
A language expression coach MCP server that provides native-sounding translatio…
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| 67292 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
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| 67293 |
chronoverify-mcp
Claim
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
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| 67294 |
mcp-dbpedia
Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
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| 67295 |
project-mcp
Claim
A FastMCP server that exposes predefined artifacts as Resources and project lif…
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| 67296 |
apple-mcp
Claim
MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders,…
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| 67297 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 67298 |
emisar
Claim
Let AI operate servers without SSH. Choose actions, approve risky changes, and …
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| 67299 |
tagmanager-mcp
Claim
An MCP server for the Google Tag Manager API v2 that enables AI assistants to q…
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| 67300 |
grok-mcp
Claim
Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
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