MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39751 |
muse-brain
Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
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| 39752 |
An MCP server that enables AI assistants to load, query, and analyze local CSV …
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| 39753 |
document-reader-mcp
Claim
Universal MCP server for extracting text from various document formats includin…
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| 39754 |
onlyswaps
Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
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| 39755 |
expense-tracker-ai-mcp
Claim
expense-tracker-ai-mcp MCP server by MEOK AI Labs
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| 39756 |
NCBI Datasets MCP Server
Claim
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
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| 39757 |
WhatsApp MCP Server
Claim
Enables seamless integration with WhatsApp through the Model Context Protocol, …
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| 39758 |
pptx
Claim
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| 39759 |
Polyglot SSG MCP
Claim
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
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| 39760 |
Startup Helper MCP
Claim
Provides comprehensive startup consulting services including commercial area an…
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| 39761 |
An MCP server that provides [describe what your server does]
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| 39762 |
copilot
Claim
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| 39763 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 39764 |
Figma MCP Write Bridge
Claim
A Model Context Protocol server that enables AI agents to programmatically crea…
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| 39765 |
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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| 39766 |
painspotter
Claim
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with…
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| 39767 |
voc-amazon-reviews
Claim
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
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| 39768 |
AI-powered research report generator API for AI agents. Generate structured res…
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| 39769 |
resume-parser-ai-mcp
Claim
resume-parser-ai-mcp MCP server by MEOK AI Labs
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| 39770 |
Congress.gov MCP Server
Claim
A proxy server that standardizes access to the Congress.gov API by automaticall…
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| 39771 |
fiber
Claim
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
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| 39772 |
An MCP server for weather information.
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| 39773 |
django-mcp-inspector
Claim
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
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| 39774 |
mcp-plesk-dev-docs
Claim
An MCP server that indexes and retrieves Plesk documentation.
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| 39775 |
n8n-mcp
Claim
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| 39776 |
facebook-gemini-agents
Claim
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| 39777 |
Graphing Calculator
Claim
Provide interactive graphing calculator capabilities to your agents, enabling t…
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| 39778 |
genai_sandbox_nuvepro
Claim
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| 39779 |
XFMS — Model Source
Claim
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
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| 39780 |
hol-guard
Claim
AI antivirus for developer agents: protect Codex, Claude Code, Cursor, Gemini, …
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| 39781 |
MSSQL MCP Server
Claim
A Model Context Protocol server that exposes SQL Server metadata and read-only …
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| 39782 |
Provides access to USPTO enriched citation and office action citation APIs with…
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| 39783 |
sinhala-mcp
Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
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| 39784 |
Brave Search
Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
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| 39785 |
reminders
Claim
Enables fuzzy search, creation, and management of Apple Reminders via CLI or MC…
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| 39786 |
my-test-mcp
Claim
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| 39787 |
rds-mcp
Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
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| 39788 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes through full-text search, r…
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| 39789 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 39790 |
qveris-agent-toolkit
Claim
Capability routing network for AI agents to discover, inspect, and call 10,000+…
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| 39791 |
elementor-mcp-agent
Claim
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
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| 39792 |
JSON DB MCP Server
Claim
Enables users to manage data in a simple JSON file database through MCP tools a…
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| 39793 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 39794 |
agent-knowledge
Claim
Long-term memory for AI agents. Compiles conversations into a structured knowle…
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| 39795 |
cursor-cortex
Claim
Provides structured external memory for AI assistants, enabling persistent cont…
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| 39796 |
Trello Task Manager MCP
Claim
Integrates with Trello to manage tasks and cards with features like creating, u…
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| 39797 |
Remove vocals, extract instrumentals, and split any song into up to six stems —…
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| 39798 |
PlanckBot
Claim
An adaptive tiny-model layer that sits between an LLM and its MCP tools, compre…
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| 39799 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 39800 |
Acled
Claim
ACLED MCP — Armed Conflict Location & Event Data Project
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