MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44551 |
flomo-mcp
Claim
A simple notes MCP server with resource access, note creation tool, and summary…
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| 44552 |
sibyl-memory-mcp
Claim
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
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| 44553 |
Tailscale MCP server for managing your tailnet from AI assistants
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| 44554 |
iOS dopamine detox app with social media blocking and screen time tools.
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| 44555 |
A FastMCP server that provides AI assistants with access to Microsoft Entra (Az…
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| 44556 |
GGB Web MCP
Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
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| 44557 |
modforge
Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
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| 44558 |
GitHub PR Review MCP
Claim
An MCP server that collects Pull Request comments from private GitHub repositor…
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| 44559 |
oura-mcp
Claim
Enables users to query their Oura Ring data (sleep, readiness, activity, heart …
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| 44560 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 44561 |
alces-mcp
Claim
Alces for Jira Data Center — MCP server bridging Jira DC/JSM with AI agents
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| 44562 |
Brand-safe ad, email, product description, and social content production.
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| 44563 |
ShipScreens MCP Server
Claim
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
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| 44564 |
YouTube MCP Server
Claim
Enables interaction with YouTube's Data API through MCP, providing tools for ch…
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| 44565 |
desktop-control
Claim
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
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| 44566 |
signal-cli-mcp
Claim
An MCP server that lets AI assistants propose sending Signal messages, but noth…
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| 44567 |
Google Sheets MCP
Claim
Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 44568 |
Generate App Store and Play Store screenshots from your coding agent, at exact …
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| 44569 |
proofdrop-mcp
Claim
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
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| 44570 |
ebay-mcp
Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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| 44571 |
OpenAra
Claim
An open-source local MCP server for macOS that provides desktop control tools (…
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| 44572 |
ZIM MCP Server
Claim
Enables large language models to directly access and search content in ZIM file…
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| 44573 |
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal int…
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| 44574 |
brain-protocol
Claim
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
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| 44575 |
siftingio-mcp
Claim
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
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| 44576 |
Query your local network in plain language: devices, open ports, security findi…
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| 44577 |
mcp
Claim
European road freight and moving prices: quotes, dated price index, glossary, o…
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| 44578 |
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
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| 44579 |
research-assistant-mcp
Claim
An MCP server that enables saving, retrieving, and managing research content us…
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| 44580 |
godot-mcp
Claim
MCP server for Godot editor automation.
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| 44581 |
git-insight-mcp
Claim
Semantic git queries beyond `git log`: who-touched (blame grouped by author wit…
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| 44582 |
Nexus Alpha Geometry
Claim
Finance research agent for thesis, trade note, and market-state review.
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| 44583 |
CountryCallingCodes
Claim
Read-only MCP server and JSON API for international country calling codes, ISO …
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| 44584 |
speech-mcp-server
Claim
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
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| 44585 |
Enables AI-powered multi-provider routing and chat through an MCP interface, wi…
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| 44586 |
Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…
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| 44587 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
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| 44588 |
SOLAPI MCP Server
Claim
Enables searching SOLAPI documentation and examples, and sending/managing SMS, …
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| 44589 |
NotebookLM MCP Server
Claim
Enables interaction with Google's NotebookLM through natural language, allowing…
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| 44590 |
apple-reminders-mcp
Claim
Manage Apple Reminders with natural language from any MCP client; supports addi…
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| 44591 |
Mountaineers MCP Server
Claim
Enables AI assistants to search and browse mountaineers.org for activities, cou…
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| 44592 |
@striderlabs/mcp-youtube
Claim
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
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| 44593 |
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
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| 44594 |
knowledge-graph-mcp
Claim
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| 44595 |
Wikipedia MCP Server
Claim
Enables searching and retrieving Wikipedia content across multiple languages, i…
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| 44596 |
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
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| 44597 |
thClaws
Claim
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp fr…
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| 44598 |
agent-gate
Claim
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
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| 44599 |
pywinauto-mcp
Claim
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
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| 44600 |
Let your AI assistant create professional Office documents — PowerPoint, Word, …
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