MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27551 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 27552 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 27553 |
SatRank
Claim
Lightning Network trust oracle for AI agents. Provides real-time node reachabil…
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| 27554 |
Agent Memory Bridge
Claim
MCP-native, local-first memory for coding agents that turns real sessions into …
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| 27555 |
Access
Claim
Self-hosted credential store and API proxy for AI agents. One Bearer token, all…
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| 27556 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries to…
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| 27557 |
agent-payment-mcp
Claim
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
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| 27558 |
codeweave
Claim
Save tokens — your AI agent gets precise code context, not file dumps.
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| 27559 |
chordsynth
Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
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| 27560 |
leapfrog
Claim
Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, s…
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| 27561 |
ifg-tax
Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
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| 27562 |
mcp-testweather
Claim
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| 27563 |
ololand-dd
Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
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| 27564 |
referencime
Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
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| 27565 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 27566 |
MCP JSON Maker
Claim
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
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| 27567 |
civic-mcp-gateway
Claim
Give your AI agents a verified identity, scoped permissions, audit trails, and …
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| 27568 |
art
Claim
Art MCP — Metropolitan Museum of Art Collection API (free, no auth)
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| 27569 |
Tactual
Claim
Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, a…
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| 27570 |
PostgreSQL MCP Server
Claim
Enables querying PostgreSQL database metadata including table lists and schema …
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| 27571 |
Harvest MCP Server
Claim
Provides MCP integration for Harvest's time tracking, project management, and i…
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| 27572 |
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
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| 27573 |
rendoc
Claim
Generate professional PDFs from Claude, Cursor, and other AI tools. Create invo…
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| 27574 |
Forage-mcp
Claim
MCP server giving AI agents real-time web search, page scraping, company intell…
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| 27575 |
Mnemo Cortex
Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
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| 27576 |
Frisco MCP
Claim
Enables AI assistants to shop on frisco.pl, Poland's online grocery store, with…
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| 27577 |
giskard-oasis
Claim
Pay-per-use contextual guidance for AI agents. When an agent loses direction, i…
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| 27578 |
A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (…
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| 27579 |
Enables route search and PDF generation using Japan's Ekispert API through a re…
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| 27580 |
Argus
Claim
One endpoint, five search providers. Search broker for AI agents with automatic…
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| 27581 |
FrankenClaw
Claim
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
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| 27582 |
Enables comprehensive shipping and order management through EasyPost and Veeqo …
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| 27583 |
exposes a remote MCP endpoint so agents can:
run strategy backtests by symbol/…
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| 27584 |
Auto dev
Claim
Automotive Data for AI Agents
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| 27585 |
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
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| 27586 |
MetaMCP Admin MCP
Claim
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
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| 27587 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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| 27588 |
KrystalView Analytics
Claim
AI agent access to website analytics, session replay, and anomaly detection.
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| 27589 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
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| 27590 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 27591 |
TickerAPI
Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
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| 27592 |
APIMesh MCP Server
Claim
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
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| 27593 |
clipboard-mcp
Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
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| 27594 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
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| 27595 |
kevros-mcp
Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
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| 27596 |
This server acts as a bridge between your Notion workspace and your development…
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| 27597 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 27598 |
mcp111
Claim
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| 27599 |
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
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| 27600 |
asdf
Claim
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