MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 5 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61701 |
AI Skills MCP Server
Claim
Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
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| 61702 |
Rumble MCP
Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
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| 61703 |
GTM MCP Server
Claim
A unified MCP server that connects HubSpot, Clay, Apollo, Slack, and email to e…
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| 61704 |
maxaeo-ai-visibility-mcp
Claim
Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server for Claude, C…
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| 61705 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 61706 | — | |||||||||
| 61707 |
MCP Server
Claim
Enables natural-language querying of structured data via Model Context Protocol…
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| 61708 |
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
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| 61709 |
Web Search MCP
Claim
Provides LLMs with real-time web search and content extraction capabilities, in…
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| 61710 |
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
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| 61711 |
cardossier-market-api
Claim
Polish used car market API: valuations, price history, liquidity & regional dat…
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| 61712 |
SergeyKrin9/mcp-servers
Claim
Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…
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| 61713 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 61714 |
MEOK AI Labs - neural-health-monitor MCP server extracted from SOV3
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| 61715 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes through full-text search, r…
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| 61716 |
Substack MCP Server
Claim
Enables interaction with Substack publications through natural conversation, al…
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| 61717 |
lifequo
Claim
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| 61718 |
EzRAG MCP Server
Claim
Provides semantic search and keyword search over Obsidian notes, along with dir…
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| 61719 |
tsbootstrap
Claim
Read-only time-series bootstrap server: diagnose a series and compute confidenc…
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| 61720 |
Unerr
Claim
unerr is operational memory—a local runtime behind your agent's MCP enforcing s…
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| 61721 |
An MCP server that enables Large Language Models to interactively create, edit,…
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| 61722 |
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
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| 61723 |
unreal-ai-connection
Claim
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
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| 61724 |
Serve a secret to an agent exactly N times from locked RAM, then wipe it and se…
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| 61725 |
zola-mcp
Claim
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, …
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| 61726 |
Search Federal Acquisition Regulations (FAR) for government contracting.
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| 61727 |
ssh-mcp
Claim
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| 61728 |
MCP Analytics
Claim
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
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| 61729 |
mcp-postgres
Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
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| 61730 |
Yandex Metrica MCP
Claim
MCP server for Yandex Metrica analytics: query web analytics metrics, goals, co…
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| 61731 |
onchain-safety-mcp
Claim
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
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| 61732 |
wordle-mcp
Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
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| 61733 |
SNAP Protocol
Claim
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, …
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| 61734 |
VibeKit MCP
Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
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| 61735 |
looply
Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
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| 61736 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
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| 61737 |
spain-legal
Claim
Spain immigration, residency, NIE/TIE, and tax MCP for agents from Legal Fourni…
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| 61738 |
SciWeave
Claim
AI research grounded in 300M scientific works — every citation a verifiable DOI.
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| 61739 |
mcp-connectwise-psa
Claim
MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry,…
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| 61740 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 61741 |
accountingqb
Claim
QuickBooks Online for Claude: reports, bookkeeping cleanup, and US & Canadian t…
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| 61742 |
Moorcheh MCP Server
Claim
Enables interaction with Moorcheh AI services including namespace management, d…
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| 61743 |
witch-journey-mcp
Claim
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
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| 61744 |
webmcp-bridge-mcp
Claim
Bridges MCP clients to Chrome pages with WebMCP support, enabling tool discover…
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| 61745 |
convergence-gambit-mcp
Claim
Connects Claude to the campaign's LegendKeeper wiki, allowing interaction with …
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| 61746 |
TicketAI
Claim
Enables AI assistants to analyze IT support tickets, categorize urgency, sugges…
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| 61747 |
Perseus Vault
Claim
An encrypted, local-first memory server for AI agents that uses SQLite + FTS5 h…
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| 61748 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 61749 |
mcp-logistics-tracker
Claim
MCP server for tracking Japanese logistics carriers (Yamato, Sagawa, Japan Post…
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| 61750 |
Perigon News API Server
Claim
Provide real-time access to comprehensive news data including articles, stories…
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