MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65451 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 65452 |
webpage-mcp
Claim
A zero-config MCP server that lets AI agents fetch, read, and search live web p…
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| 65453 |
uniswap-tx-builder
Claim
A keyless MCP server that builds unsigned Uniswap v3 liquidity-position transac…
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| 65454 |
maxoperf
Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
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| 65455 |
ConvRadar
Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
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| 65456 |
RE-Butler MCP Server
Claim
Exposes RE-Butler knowledge and validation tools for hybrid semantic search, re…
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| 65457 |
MCP server for Cloudflare D1 database introspection, providing schema analysis,…
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| 65458 |
Alma Atlas
Claim
Enables AI agents to query live schema, lineage, and query-context across data …
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| 65459 |
sarup
Claim
Enables context compression for Claude Code with Thai language support, reducin…
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| 65460 |
ServiceTitan MCP Server
Claim
Provides 108 tools and 15 React apps to manage ServiceTitan field service opera…
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| 65461 |
Query Greek financial regulation data — regulations, decisions, and requirement…
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| 65462 |
Search the Federal Register for rules, proposed rules, and notices affecting en…
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| 65463 |
Channels MCP Server
Claim
Enables AI assistants to autonomously investigate and manage Sophos Channel Ser…
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| 65464 |
aifirst
Claim
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| 65465 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 65466 |
spoken-mcp
Claim
A voice-enabled interface for Claude Desktop that supports speech-to-text input…
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| 65467 |
InSite
Claim
A comprehensive browser automation MCP server using Playwright, offering 50+ to…
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| 65468 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 65469 |
adl-context-collector
Claim
MCP server providing persistent memory for LLMs via semantic search over captur…
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| 65470 |
Factorio AI Companion
Claim
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
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| 65471 |
Vibe Wallet MCP Server
Claim
Bridges AI agents with the Vibe Wallet browser extension to enable blockchain i…
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| 65472 |
RiskLens MCP
Claim
Enables risk analysis of US public companies by analyzing 8-K filings and insid…
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| 65473 |
api-perf-analyzer
Claim
Cloudflare Workers MCP server: api-perf-analyzer
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| 65474 |
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
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| 65475 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 65476 |
Enables AI agents to access DDG's payable services including checkout/payment c…
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| 65477 |
ComfyPilot
Claim
An MCP server that bridges AI agents with ComfyUI for automated workflow buildi…
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| 65478 |
mcp-clickhouse
Claim
An MCP server for ClickHouse with enhanced filtering for database and table dis…
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| 65479 |
Postfleet
Claim
Give an AI agent its own email address: send, reply, read, and wait for mail.
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| 65480 |
weather-mcp-server
Claim
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| 65481 |
mdb-mcp-gateway
Claim
A smart MCP gateway that routes AI agents to the right tools using hybrid searc…
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| 65482 |
Telegram MCP Server
Claim
An MCP server for interacting with Telegram bots and channels using the Telegra…
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| 65483 |
browserbase
Claim
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| 65484 |
powerbi-mcp-server
Claim
An MCP server that connects Claude and other MCP clients to Microsoft Power BI …
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| 65485 |
mcp-page-monitor
Claim
Enables monitoring web pages for changes using Playwright, storing snapshots in…
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| 65486 |
Brazilian investment-fund analytics for AI clients via the Model Context Protoc…
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| 65487 |
MATLAB MCP Server
Claim
A powerful MCP server that integrates MATLAB with AI, allowing you to execute M…
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| 65488 |
Cloudflare Workers MCP server: api-schema-drift-detector
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| 65489 |
Polymarket MCP Server
Claim
Enables AI agents to interact with the Polymarket prediction market platform to…
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| 65490 |
attendance-engine-mcp
Claim
Workforce attendance, overtime, overnight shifts, rotating rosters, and Califor…
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| 65491 |
Mako Metrics
Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
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| 65492 |
Infinite Context Keeper
Claim
MCP server providing context usage estimation, conversation compaction, and dur…
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| 65493 |
Azure DevOps MCP Server
Claim
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
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| 65494 |
SEO Audit MCP Server
Claim
Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free …
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| 65495 |
dynamic-mysql-mcp
Claim
Enables secure, runtime-authenticated MySQL database querying and mutation thro…
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| 65496 |
ObsidianReaderMCP
Claim
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
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| 65497 |
Figma Dash MCP Server
Claim
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
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| 65498 |
Payment Ops MCP Server
Claim
Enables AI assistants to handle payment support tasks by orchestrating between …
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| 65499 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 65500 |
FCoP
Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
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