MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48951 |
Cerebras Code MCP Server
Claim
Enables planning with Claude Code and high-speed code generation using Cerebras…
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| 48952 |
mcp-server-qnap-qvs
Claim
Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS R…
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| 48953 |
n8n Workflow Builder
Claim
Manage n8n workflows with ease. Create, update, activate or deactivate, execute…
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| 48954 |
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
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| 48955 |
saft-mcp
Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
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| 48956 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 48957 |
muapi
Claim
Generate images, videos, and audio using 100+ AI models via muapi.ai.
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| 48958 |
Get live crypto prices from Onramp.money and instantly see how much you can buy…
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| 48959 |
Business Helper
Claim
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
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| 48960 |
korean-stocks
Claim
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
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| 48961 |
captcha-mcp
Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
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| 48962 |
This MCP server allows an AI assistants to search for flight information online…
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| 48963 |
cuad-audit
Claim
An MCP server that audits a contract liability clause against a derived company…
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| 48964 |
FS-MCP
Claim
Provides Claude with complete file system integration including directory manag…
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| 48965 |
Kirha Crypto
Claim
Connect your LLM to real-time crypto data.
Track Ethereum wallet portfolios and…
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| 48966 |
quake-mcp
Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
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| 48967 |
The Agents MCP Server
Claim
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
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| 48968 |
zendesk-mcp
Claim
MCP server for Zendesk support workflows that enables ticket search, lookup, cr…
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| 48969 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 48970 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
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| 48971 |
mcp-feedback-ultra
Claim
Interactive feedback server for AI-assisted development with Web UI and desktop…
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| 48972 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
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| 48973 |
wmis
Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
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| 48974 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 48975 |
morningform
Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
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| 48976 |
content-research-mcp
Claim
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
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| 48977 |
redshift-mcp-server
Claim
Enables secure, read-only access to Amazon Redshift data warehouses for AI assi…
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| 48978 |
MaaMCP_CC
Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
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| 48979 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 48980 |
document-comparison-ai-mcp MCP server by MEOK AI Labs
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| 48981 |
An intentionally vulnerable MCP server for security training, enabling users to…
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| 48982 |
Apple Mail MCP
Claim
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
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| 48983 |
@linklee/mcp-server
Claim
MCP server for Linklee that enables creating short links, listing links, gettin…
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| 48984 |
DataJud MCP TJMA
Claim
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
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| 48985 |
vox
Claim
Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + Elev…
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| 48986 |
FRED
Claim
A local MCP server that gives Claude and other MCP clients access to Federal Re…
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| 48987 |
libsrc
Claim
Resolves project dependencies and provides local source code paths for AI agent…
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| 48988 |
anchor-compliance
Claim
Australian advertising & marketing compliance for AI assistants. Scan websites,…
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| 48989 |
okx-mcp-playgroundv2
Claim
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| 48990 |
alpacacloud-mcp
Claim
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Work…
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| 48991 |
memos-mcp-server
Claim
Enables AI assistants to create, read, update, delete, and list memos via the M…
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| 48992 |
StackSwap
Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
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| 48993 |
nutritionix-mcp-server
Claim
Enables AI agents to search foods, get nutritional breakdowns, and estimate exe…
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| 48994 |
An MCP server that adds engineering discipline to AI-assisted development, enfo…
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| 48995 |
spicelib-mcp
Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
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| 48996 |
contextweaver
Claim
MCP context gateway that fronts your upstream MCP server(s): the model sees a b…
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| 48997 |
Enables semantic search over the Vignan University knowledge base using Pinecon…
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| 48998 |
Capital.com MCP Server
Claim
Unofficial community MCP for the Capital.com Open API. Guarded two-phase trades…
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| 48999 |
tplink-omada-mcp
Claim
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
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| 49000 |
barracuda-mcp
Claim
Enables searching OpenAleph entities and documents using natural language queri…
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