MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25651 |
sdk
Claim
Analyze your project to detect its language and deployment needs. Generate and …
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| 25652 |
geolocation-mcp
Claim
Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation A…
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| 25653 |
conformy
Claim
EU AI Act & NIS2 compliance — classify AI systems, check obligations, draft doc…
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| 25654 |
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
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| 25655 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 25656 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 25657 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 25658 |
gtm-ga4
Claim
GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports.
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| 25659 |
SatRank
Claim
Lightning Network trust oracle for AI agents. Provides real-time node reachabil…
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| 25660 |
Agent Memory Bridge
Claim
MCP-native, local-first memory for coding agents that turns real sessions into …
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| 25661 |
Access
Claim
Self-hosted credential store and API proxy for AI agents. One Bearer token, all…
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| 25662 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries to…
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| 25663 |
agent-payment-mcp
Claim
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
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| 25664 |
AI-powered code indexer with semantic search and knowledge graphs
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| 25665 |
company-gi
Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
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| 25666 |
codeweave
Claim
Save tokens — your AI agent gets precise code context, not file dumps.
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| 25667 |
chordsynth
Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
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| 25668 |
leapfrog
Claim
Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, s…
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| 25669 |
ifg-tax
Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
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| 25670 |
mcp-testweather
Claim
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| 25671 |
ololand-dd
Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
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| 25672 |
referencime
Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
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| 25673 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 25674 |
docs
Claim
JSDoc, README, changelog generation for AI agents
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| 25675 |
MCP JSON Maker
Claim
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
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| 25676 |
civic-mcp-gateway
Claim
Give your AI agents a verified identity, scoped permissions, audit trails, and …
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— | ||||||||
| 25677 |
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
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— | ||||||||
| 25678 |
art
Claim
Art MCP — Metropolitan Museum of Art Collection API (free, no auth)
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| 25679 |
google-gsc
Claim
Google Search Console MCP: search analytics, URL inspection, site management.
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| 25680 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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| 25681 |
Tactual
Claim
Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, a…
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| 25682 |
An MCP server for GitHub Copilot that enables reading and processing Excel work…
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| 25683 |
PostgreSQL MCP Server
Claim
Enables querying PostgreSQL database metadata including table lists and schema …
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| 25684 |
Harvest MCP Server
Claim
Provides MCP integration for Harvest's time tracking, project management, and i…
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| 25685 |
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
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| 25686 |
Asta MCP Servers
Claim
Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to…
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| 25687 |
rendoc
Claim
Generate professional PDFs from Claude, Cursor, and other AI tools. Create invo…
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| 25688 |
Forage-mcp
Claim
MCP server giving AI agents real-time web search, page scraping, company intell…
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| 25689 |
Mnemo Cortex
Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
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| 25690 |
Ra Pay
Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
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| 25691 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
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| 25692 |
Slashr
Claim
Validator incident data for AI agents across Solana, Ethereum, Sui, and Cosmos.
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— | ||||||||
| 25693 |
Frisco MCP
Claim
Enables AI assistants to shop on frisco.pl, Poland's online grocery store, with…
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| 25694 |
giskard-oasis
Claim
Pay-per-use contextual guidance for AI agents. When an agent loses direction, i…
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— | ||||||||
| 25695 |
A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (…
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| 25696 |
Enables route search and PDF generation using Japan's Ekispert API through a re…
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| 25697 |
planfix-mcp
Claim
MCP server for Planfix API — tasks, contacts. 3 tools.
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| 25698 |
Torna MCP Server
Claim
Enables interaction with Torna API documentation management platform, allowing …
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| 25699 |
Argus
Claim
One endpoint, five search providers. Search broker for AI agents with automatic…
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| 25700 |
FrankenClaw
Claim
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
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