MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39801 |
muse-brain
Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
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| 39802 |
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
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| 39803 |
pptx
Claim
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| 39804 |
occasio
Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
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| 39805 |
Hive Ledger Bridge
Claim
Hive MCP server implementing the EIP-712 over USB/DMK ledger-bridge integration…
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| 39806 |
WhatsApp MCP Server
Claim
Enables seamless integration with WhatsApp through the Model Context Protocol, …
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| 39807 |
Startup Helper MCP
Claim
Provides comprehensive startup consulting services including commercial area an…
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| 39808 |
webfetch
Claim
License-first federated image search with attribution, dimensions, and download…
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| 39809 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 39810 |
copilot
Claim
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| 39811 |
DART 재무제표 분석 MCP 서버
Claim
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
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| 39812 |
voc-amazon-reviews
Claim
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
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| 39813 |
AI-powered research report generator API for AI agents. Generate structured res…
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| 39814 |
blockchain-ai-mcp
Claim
blockchain-ai-mcp MCP server by MEOK AI Labs
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| 39815 |
resume-parser-ai-mcp
Claim
resume-parser-ai-mcp MCP server by MEOK AI Labs
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| 39816 |
Congress.gov MCP Server
Claim
A proxy server that standardizes access to the Congress.gov API by automaticall…
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| 39817 |
fiber
Claim
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
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| 39818 |
mcp-plesk-dev-docs
Claim
An MCP server that indexes and retrieves Plesk documentation.
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| 39819 |
n8n-mcp
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| 39820 |
facebook-gemini-agents
Claim
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| 39821 |
Remote MCP Server
Claim
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
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| 39822 |
An MCP server that enables natural language interaction with the Notion API, al…
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| 39823 |
Graphing Calculator
Claim
Provide interactive graphing calculator capabilities to your agents, enabling t…
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| 39824 |
hol-guard
Claim
AI antivirus for developer agents: protect Codex, Claude Code, Cursor, Gemini, …
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| 39825 |
genai_sandbox_nuvepro
Claim
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| 39826 |
Brave Search
Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
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| 39827 |
rds-mcp
Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
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| 39828 |
Laddro Career
Claim
Resume tailoring, cover letters, PDF export, and job search via the Laddro Care…
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| 39829 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes through full-text search, r…
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| 39830 |
qveris-agent-toolkit
Claim
Open-source toolkit for the QVeris capability routing network: CLI, MCP server,…
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| 39831 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 39832 |
JSON DB MCP Server
Claim
Enables users to manage data in a simple JSON file database through MCP tools a…
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| 39833 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 39834 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 39835 |
google_ads_mcp_lee
Claim
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| 39836 |
argo-mcp
Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
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| 39837 |
iso-42001-ai-mcp
Claim
iso-42001-ai-mcp MCP server by MEOK AI Labs
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| 39838 |
patent20251012
Claim
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| 39839 |
gopluto-ai-mcp
Claim
AI assistants are powerful, but sometimes you still need the human touch — a re…
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| 39840 |
HasData MCP Server
Claim
Direct access to 40+ scraping and search tools. Extract structured data from Go…
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| 39841 |
Enables access to Amazon Managed Prometheus workspaces through natural language…
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| 39842 |
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
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| 39843 |
Azure Key Vault MCP
Claim
Enables management of Azure Key Vault secrets and certificates, including creat…
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| 39844 |
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
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| 39845 |
smithery-mcp-server-3
Claim
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| 39846 |
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
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| 39847 |
Call For Me
Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
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| 39848 |
JobHound
Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
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| 39849 |
poldex
Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
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| 39850 |
sigil
Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
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