MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24601 |
azure-cli-mcp
Claim
A wrapper around the Azure CLI command line that allows you to talk directly to…
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| 24602 |
ragalgo
Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
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| 24603 |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
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| 24604 |
MCP server for the entire Apple ecosystem — 123 tools across 14 modules. macOS …
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| 24605 |
savvyscratch
Claim
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
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| 24606 |
MCP server for PDF generation using PDFKit
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| 24607 |
Paid MCP Server Template
Claim
A production-ready template for building monetized MCP servers that require per…
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| 24608 |
Provide seamless access to SalesHandy API features including user profiles, cam…
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| 24609 |
Advanced codebase indexing and semantic search MCP server
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| 24610 |
tuning-engines
Claim
Domain-specific LLM fine-tuning — sovereign models trained on your data, zero i…
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| 24611 |
seat-intelligence
Claim
Airline seat quality scores (1-10) with notes. 61+ configs across 10 US airline…
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| 24612 |
YouTube Knowledge Base
Claim
Enables semantic search across thousands of indexed educational YouTube videos …
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| 24613 |
testap123
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| 24614 |
AI-powered Amazon EKS cluster management and troubleshooting
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| 24615 |
LPS MCP
Claim
A minimal server that provides Claude AI with secure file system access and seq…
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| 24616 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol server that…
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| 24617 |
Anchord (AnchorID)
Claim
Read-only MCP for identity resolution and write guardrails.
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| 24618 |
Gravity MCP
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Enables interaction with WordPress Gravity Forms through natural language, allo…
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| 24619 |
Scrapy MCP Server
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A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
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| 24620 |
sbb-mcp
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Swiss Federal Railways (SBB/CFF/FFS) — train schedules, prices, and ticket links
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| 24621 |
shelter
Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
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| 24622 |
CloakMCP
Claim
Stealth browser MCP server — anti-detection Chromium with snapshot-first agent …
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| 24623 |
burn-mcp-server
Claim
22 tools to let your AI agent search, triage, and organize your reading list.
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| 24624 |
microsandbox
Claim
microsandbox
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| 24625 |
MCP Generate Unit Testing Server
An intelligent Model Context Protocol (MCP) s…
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| 24626 |
Salesforce SOQL
Claim
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
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| 24627 |
Persistent codebase intelligence that gives AI assistants memory across sessions
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| 24628 |
PageGuard MCP
Claim
Privacy compliance scanning for AI coding tools. Detects tracking tech, cookies…
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| 24629 |
csharp-sdk
Claim
The official C# SDK for Model Context Protocol servers and clients. Maintained …
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| 24630 |
rosettahub-mcp-server
Claim
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
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| 24631 |
Git-Fabric Gateway
Claim
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
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| 24632 |
Iteration Layer
Claim
Composable APIs for document extraction, image transformation, and document & s…
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| 24633 |
unisender-mcp
Claim
MCP server for UniSender API — email lists, campaigns, contacts. API key auth.
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| 24634 |
mcp
Claim
Supermodel Model Context Protocol server. Generate code graphs in Cursor, Codex…
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| 24635 |
weilink
Claim
Zero-dependency Python SDK for WeChat Bot (iLink protocol) — text, image, video…
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| 24636 |
OpenCrab
Claim
OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured…
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| 24637 |
ai-forge-mcp
Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
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| 24638 |
Verified Repo Memory
Claim
Stale-proof repository memory with citations + just-in-time verification + TTL …
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| 24639 |
A simple MCP server for getting weather information.
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| 24640 |
dejared
Claim
Explore, analyze, and decompile Java JAR files via MCP
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| 24641 |
ani-mcp
Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
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| 24642 |
DevStandards MCP Server
Claim
Provides AI agents with access to 284+ development best practices, security gui…
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| 24643 |
pumperly-mcp
Claim
MCP server for Pumperly — query fuel prices, find stations, and plan routes
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| 24644 |
Talk2Data InsightGenius
Claim
Survey data analysis: crosstabs with significance, ANOVA, correlation, Excel ex…
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| 24645 |
telegram-archive-mcp
Claim
MCP server for Telegram Archive — search messages, browse chats, and access his…
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| 24646 |
mastra-test
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| 24647 |
Find current information across major search engines and extract web pages into…
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| 24648 |
mcp-capstone
Claim
MCP server exposing Capstone 5.0.7 disassembly framework
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| 24649 |
mcp-delonghi-ecam
Claim
MCP server for DeLonghi ECAM espresso coffee machines via local network
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| 24650 |
lee-becky-github-io
Claim
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