MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33551 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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| 33552 |
agxp-claude
Claim
Integrates Claude with the AGXP real-time signal network, enabling timeline pol…
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| 33553 |
mcp-media-engine
Claim
MCP server for AI-powered image, audio, and video generation, enabling media cr…
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| 33554 |
mcp-tasks-server
Claim
A small Model Context Protocol server that exposes a personal task tracker to a…
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| 33555 |
49 crypto intelligence APIs. Whale tracking, DeFi yields, alpha signals. Pay in…
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| 33556 |
spectral
Claim
MCP server for website reconnaissance. Gives Claude the ability to fingerprint …
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| 33557 |
DevPanel MCP Server
Claim
A local MCP server for managing SaaS projects with planning, operations, and se…
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| 33558 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 33559 |
Confluence MCP Server
Claim
MCP server for Atlassian Confluence integration with Claude Code, enabling sear…
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| 33560 |
Moodle MCP Server
Claim
Enables AI agents to interact with Moodle LMS via the Moodle REST API, supporti…
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| 33561 |
Ceki
Claim
Hire specialists by the hour — search, schedule, and pay via MCP protocol.
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| 33562 |
ARCclaude
Claim
Enables AI assistants to control ArcGIS Pro through natural language, executing…
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| 33563 |
recon-mcp
Claim
A local Python MCP server for safe, human-led bug bounty recon, providing light…
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| 33564 |
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
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| 33565 |
Marten Docs MCP Server
Claim
Local MCP server for focused Marten documentation retrieval with caching, searc…
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| 33566 |
superscalar-mcp
Claim
Enables interaction with SuperScalar Bitcoin Lightning channel factories, provi…
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| 33567 |
dubstrata
Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
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| 33568 |
mcp-server
Claim
Custom MCP server that extends ChatGPT's knowledge with local and WordPress dat…
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| 33569 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 33570 |
fluxlora-mcp
Claim
An MCP server that lets users and autonomous agents generate high-quality image…
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| 33571 |
Swagger MCP Adapter
Claim
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
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| 33572 |
BrowserPilot
Claim
Enables AI to control browsers via natural language for web automation, testing…
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| 33573 |
bottube-mcp-server
Claim
MCP server for BoTTube that enables Claude Code to upload, browse, comment, and…
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| 33574 |
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
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| 33575 |
Memory Engine MCP
Claim
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
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| 33576 |
MCP Code Flow Analyzer
Claim
An MCP server that analyzes and traces business code flows across your codebase…
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| 33577 |
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
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| 33578 |
RemoteXG MCP Server
Claim
Enables LLMs to perform distributed XGBoost training via the Model Context Prot…
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| 33579 |
Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama,…
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| 33580 |
openscad-wasm-mcp
Claim
An MCP server that enables validating, exporting, previewing, and analyzing Ope…
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| 33581 |
skill-forge-mcp
Claim
An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP res…
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| 33582 |
Puch AI MCP Starter
Claim
A starter template with ready-to-use tools for job searching (analyze descripti…
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| 33583 |
Enables AI-powered PLC programming with natural language to ladder logic conver…
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| 33584 |
syntitan-mcp
Claim
AI-Ready Data Platform that fills the missing layer between data management and…
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| 33585 |
Two Minute Reports
Claim
Analyse SEO, PPC, E-Commerce from 30+ marketing sources.
Connect to your marke…
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| 33586 |
mcp-db-schema-tools
Claim
Database schema management MCP server for Claude Code, enabling natural languag…
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| 33587 |
@gbs-toolkit/mcp-server
Claim
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
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| 33588 |
reforge-mcp
Claim
An MCP server that connects Claude Code to your codebase for automated code cle…
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| 33589 |
build-quality-mcp
Claim
Enables Claude-powered pre-push code review, blocking bad commits by analyzing …
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| 33590 |
Thesma MCP Server
Claim
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
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| 33591 |
mcp-server-dev-test
Claim
A Model Context Protocol server implementation using Node.js, TypeScript, and B…
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| 33592 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 33593 |
building-register-mcp
Claim
Queries South Korean building register data (e.g., floor area, parking, seismic…
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| 33594 |
statewrightgate-mcp
Claim
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
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| 33595 |
FinImpulse MCP Server
Claim
Provides structured financial market data (stocks, ETFs, mutual funds, fundamen…
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| 33596 |
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| 33597 |
A specialized MCP server for Svelte 5 frontend development, providing curated k…
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| 33598 |
obsidian-mcp-fast
Claim
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
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| 33599 |
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
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| 33600 |
macOS Shell MCP Server
Claim
Enables shell command execution on macOS with session management, background pr…
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