MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 6 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43651 |
proofdrop-mcp
Claim
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
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| 43652 |
ebay-mcp
Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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| 43653 |
OpenAra
Claim
An open-source local MCP server for macOS that provides desktop control tools (…
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| 43654 |
ZIM MCP Server
Claim
Enables large language models to directly access and search content in ZIM file…
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| 43655 |
brain-protocol
Claim
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
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| 43656 |
siftingio-mcp
Claim
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
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| 43657 |
mcp
Claim
European road freight and moving prices: quotes, dated price index, glossary, o…
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| 43658 |
Enables AI assistants to manage film equipment inventory, clients, rental sessi…
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| 43659 |
research-assistant-mcp
Claim
An MCP server that enables saving, retrieving, and managing research content us…
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| 43660 |
godot-mcp
Claim
MCP server for Godot editor automation.
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| 43661 |
git-insight-mcp
Claim
Semantic git queries beyond `git log`: who-touched (blame grouped by author wit…
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| 43662 |
Nexus Alpha Geometry
Claim
Finance research agent for thesis, trade note, and market-state review.
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| 43663 |
CountryCallingCodes
Claim
Read-only MCP server and JSON API for international country calling codes, ISO …
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| 43664 |
speech-mcp-server
Claim
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
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| 43665 |
Enables AI-powered multi-provider routing and chat through an MCP interface, wi…
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| 43666 |
Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…
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| 43667 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
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| 43668 |
SOLAPI MCP Server
Claim
Enables searching SOLAPI documentation and examples, and sending/managing SMS, …
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| 43669 |
NotebookLM MCP Server
Claim
Enables interaction with Google's NotebookLM through natural language, allowing…
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| 43670 |
apple-reminders-mcp
Claim
Manage Apple Reminders with natural language from any MCP client; supports addi…
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| 43671 |
Mountaineers MCP Server
Claim
Enables AI assistants to search and browse mountaineers.org for activities, cou…
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| 43672 |
@striderlabs/mcp-youtube
Claim
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
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| 43673 |
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
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| 43674 |
knowledge-graph-mcp
Claim
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| 43675 |
Wikipedia MCP Server
Claim
Enables searching and retrieving Wikipedia content across multiple languages, i…
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| 43676 |
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
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| 43677 |
thClaws
Claim
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp fr…
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| 43678 |
agent-gate
Claim
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
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| 43679 |
pywinauto-mcp
Claim
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
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| 43680 |
Let your AI assistant create professional Office documents — PowerPoint, Word, …
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| 43681 |
Provides AI coding assistants with on-demand access to component specs, test sc…
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| 43682 |
mcp-edgartools-lite
Claim
Research SEC filings by ticker or CIK to get company details, recent forms, and…
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| 43683 |
tradingprogpt
Claim
Read-only MCP server exposing MetaTrader 5 account and market data alongside Tw…
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| 43684 |
A-SOC Trust MCP Server
Claim
Provides agent certification and trust verification tools for AI agents, enabli…
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| 43685 |
Reminder MCP Server
Claim
Provides AI assistants with reliable reminders, persistent memory, task trackin…
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| 43686 |
ASCII Motion MCP
Claim
Enables AI assistants to create, animate, and export ASCII art using natural la…
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| 43687 |
Enables AI assistants to manage Racore Cloud CDN accelerated domains, including…
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| 43688 |
CodeDoc MCP Server
Claim
Enforces code quality, security, and architectural integrity by auditing, refac…
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| 43689 |
PaladinFi Swap
Claim
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
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| 43690 |
Monad MCP Server
Claim
Enables interaction with the Monad Testnet blockchain, including reading block …
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| 43691 |
UsageWall
Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
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| 43692 |
@a-bonus/redmine-mcp
Claim
MCP server for Redmine that enables interaction with issues, wiki pages, and ti…
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| 43693 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 43694 |
msloop-mcp
Claim
MCP server that provides read access to Microsoft Loop workspaces and pages by …
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| 43695 |
tech-icons
Claim
MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…
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| 43696 |
PeopleBox ATS MCP Server
Claim
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
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| 43697 |
crossref
Claim
Search and retrieve scholarly metadata from the Crossref REST API
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| 43698 |
mcp-supabase
Claim
Enables interaction with Supabase databases, including listing tables, querying…
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| 43699 |
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
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| 43700 |
Emercoin swap
Claim
Keyless MCP exchanger for AI agents — pay an exact amount to one deposit addres…
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