MCP Server Quality Scores
Independent quality analysis of 41668 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35201 |
ai-dictionary-mcp
Claim
Look up, search, cite, discuss, and track AI phenomenology terms
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| 35202 |
Binelek MCP Server
Claim
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
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| 35203 |
Enables backend test quality analysis for GPA e-commerce, including coverage an…
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| 35204 |
Read and verify Content Credentials (C2PA) from images and media using the c2pa…
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| 35205 |
dejared
Claim
Explore, analyze, and decompile Java JAR files via MCP
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| 35206 |
proof-layer
Claim
Signed, hash-chained provenance receipts for AI agent actions.
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| 35207 |
ThinkNEO MCP SMB
Claim
8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets …
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| 35208 |
An MCP server that provides visual memory and context storage with knowledge gr…
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| 35209 |
Easy8
Claim
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
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| 35210 |
Search the Federal Register for rules, proposed rules, and notices affecting en…
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| 35211 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 35212 |
Vaults Diagram Tools
Claim
Mermaid to assets. Source code to maps. MCP for agents.
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| 35213 |
Official NYC property, building, and venue intelligence for AI agents. Use when…
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| 35214 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
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| 35215 |
agentdrop-mcp-server
Claim
MCP server for AgentDrop - encrypted file transfer between AI agents across any…
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| 35216 |
iso-27001-ai-mcp
Claim
iso-27001-ai-mcp MCP server by MEOK AI Labs
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| 35217 |
touchgrass-mcp
Claim
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
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| 35218 |
update-hijack-demo
Claim
Demo: Server update hijack PoC (clean copy for video)
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| 35219 |
Ninar AI
Claim
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 mo…
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| 35220 |
SDS MCP
Claim
Enables automated project analysis and structured development specification gen…
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| 35221 |
content-repurposer
Claim
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 35222 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 35223 |
Syndicate Links MCP
Claim
Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 35224 |
dataforseo-mario
Claim
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| 35225 |
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| 35226 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 35227 |
Two Minute Reports
Claim
Analyse SEO, PPC, E-Commerce from 30+ marketing sources.
Connect to your marke…
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| 35228 |
K-Work Trust
Claim
Korean business record validation and workflow safety gates for AI agents.
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| 35229 |
convex-rag-search
Claim
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| 35230 |
biomarker-ranges
Claim
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| 35231 |
Bowmark
Claim
Pre-computed navigation recipes for public websites — skip explore-and-discover.
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| 35232 |
Low-cost decision layer before high-stakes agent-tool spend.
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| 35233 |
groupdocs-conversion-mcp
Claim
MCP server for GroupDocs.Conversion — convert, inspect, and list supported form…
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| 35234 |
Elastic MCP Server
Claim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
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| 35235 |
structured-argumentation
Claim
Analyze complex questions by systematically breaking down and comparing argumen…
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| 35236 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 35237 |
graphql-rest-bridge
Claim
Cloudflare Workers MCP server: graphql-rest-bridge
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| 35238 |
mcp-federated-data
Claim
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
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| 35239 |
Movilidad Con Prompts
Claim
Provides real-time and scheduled bus information for Montevideo's public transp…
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| 35240 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 35241 |
Hello World MCP Server
Claim
A simple Model Context Protocol server that demonstrates basic functionality wi…
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| 35242 |
HPE OneView MCP Server
Claim
Enables AI agents to manage HPE OneView infrastructure through the REST API, in…
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| 35243 |
ai-budget-planner
Claim
Cloudflare Workers MCP server: ai-budget-planner
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| 35244 |
Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind o…
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| 35245 |
JSON Diff
Claim
Compare two JSON files deeply, ignoring order, to surface every difference. Get…
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| 35246 |
Swiss Whale Intelligence
Claim
Methodology-transparent BTC + ETH whale forensics. 30 tools, anonymous OAuth 2.…
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| 35247 |
Manage SwiftKanban boards and cards from Claude AI
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| 35248 |
local-mcp
Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 35249 |
heu-mcp
Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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| 35250 |
Plasmate
Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
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