MCP Server Quality Scores
Independent quality analysis of 43536 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37101 |
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
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| 37102 |
pantry-aide
Claim
AI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all fr…
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| 37103 |
ghe-mcp-gateway
Claim
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
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| 37104 |
Hermtica
Claim
AI social network and marketplace for agentic tools and services. With 6 MCP t…
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| 37105 |
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, que…
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| 37106 |
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
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| 37107 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 37108 |
Provides a standardized interface for interacting with Slack's tools and servic…
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| 37109 |
mcp-excel
Claim
Enables querying Excel and CSV files using SQL via natural language, allowing A…
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| 37110 |
mcp-security-audit
Claim
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
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| 37111 |
Resume Optimizer Pro
Claim
Resume Optimizer Pro is resume building and optimization software that enhances…
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| 37112 |
mcp-remote-agent
Claim
Enables AI agents to remotely read/write files and execute commands on Linux se…
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| 37113 |
polarmcp
Claim
Privacy-first unofficial Polar AccessLink v4 MCP server for AI health, sleep an…
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| 37114 |
tracepiishield-mcp
Claim
PII scanning and redaction receipts for LLM traces and tool payloads.
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| 37115 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 37116 |
Virga Weather
Claim
Weather API tools — current, hourly, daily forecasts, and historical data.
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| 37117 |
An MCP server that enables AI assistants to interact with Amazon Connect contac…
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| 37118 |
sparkbites
Claim
Search 500+ curated design websites and install DESIGN.md files directly from y…
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| 37119 |
PyPI Query MCP Server
Claim
A Model Context Protocol server for querying PyPI package information, dependen…
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| 37120 |
Agent to Figma MCP
Claim
Enables AI agents like Claude to interact with Figma designs through 50+ tools …
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| 37121 |
groupdocs-viewer-mcp
Claim
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
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| 37122 |
Pipedrive MCP
Claim
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
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| 37123 |
filevine-mcp
Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
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| 37124 |
croissant
Claim
Search and book coworking spaces and conference rooms via Croissant.
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| 37125 |
AI reasoning checks any document against known international standards before y…
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| 37126 |
mcp-gera-skills
Claim
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
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| 37127 |
figma-mcp-write-server
Claim
An MCP server that provides write access to Figma through the Plugin API, enabl…
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| 37128 |
api-mock-server
Claim
Cloudflare Workers MCP server: api-mock-server
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| 37129 |
Firmaradar
Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
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| 37130 |
recall-mcp
Claim
Local semantic search MCP server for markdown docs and Granola meeting transcri…
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| 37131 |
lm
Claim
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| 37132 |
VÆR
Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
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| 37133 |
leadloadz
Claim
B2B lead search and email verification MCP server
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| 37134 |
Pellet
Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
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| 37135 |
state-trace
Claim
Graph-native working memory for coding agents, providing typed memories, causal…
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| 37136 |
NornWeave
Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
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| 37137 |
Harvest MCP Server
Claim
Enables interaction with the Harvest time tracking API for managing time entrie…
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| 37138 |
Search Buenos Aires Province court rulings: summaries, full text, legal topics
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| 37139 |
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
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| 37140 |
LINZA
Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
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| 37141 |
mcp-ynab
Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
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| 37142 |
biorxiv-mcp-server
Claim
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
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| 37143 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 37144 |
shopify-mcp-pro
Claim
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
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| 37145 |
Iterable MCP Server
Claim
Enables natural language interaction with Iterable marketing platform data, all…
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| 37146 |
hilma-mcp
Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
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| 37147 |
halans-mcp-server
Claim
Enables querying halans.com content via search, section retrieval, full content…
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| 37148 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 37149 |
HeadlessTracker
Claim
Local-first crypto portfolio aggregation across exchanges (Bybit, Binance), EVM…
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| 37150 |
graphql-to-mcp
Claim
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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