MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55951 |
Enables AI assistants to search and retrieve information from the REMnux malwar…
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| 55952 |
ThaiProcurement
Claim
Search Thai government procurement tenders and bidder companies.
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| 55953 |
reasonix-feishu-mcp
Claim
MCP server for Feishu/Lark API integration, enabling AI agents to send messages…
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| 55954 |
zbmath-mcp
Claim
MCP server to search and retrieve mathematical publications, author profiles, a…
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| 55955 |
Linkonda
Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
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| 55956 |
MCP server for portable reputation and skills passports in East Africa — worker…
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| 55957 |
Conductor Relay MCP
Claim
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
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| 55958 |
filamental
Claim
Read/write access to your Filamental knowledge graph vault. 12 tools. Local-fir…
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| 55959 |
Proxmox AIops
Claim
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & …
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| 55960 |
An MCP server that enables conversational access to Lumar SEO crawl data via it…
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| 55961 |
obsidian-mcp
Claim
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| 55962 |
VibeKit
Claim
Build, deploy & manage hosted apps and chat with their AI coding agents from an…
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| 55963 |
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
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| 55964 |
MCP server for AI agent transaction insurance and escrow — protect agent-to-age…
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| 55965 |
Metabase MCP Server
Claim
Enables AI assistants to interact with Metabase's analytics platform, managing …
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| 55966 |
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
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| 55967 |
modulor
Claim
Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/I…
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| 55968 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 55969 |
Market Regime Oracle
Claim
Fuses five market signals into a five-state regime classifier to determine mark…
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| 55970 |
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
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| 55971 |
CoinPaprika
Claim
Real-time crypto market data: prices, tickers, exchanges, OHLCV candles, and me…
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| 55972 |
ledgermind
Claim
Local LLM cost & token forensics proxy with anomaly detection, enabling securit…
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| 55973 |
nexflow-smf
Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
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| 55974 |
layergen-mcp
Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
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| 55975 |
pubmed-clinical-mcp
Claim
A lightweight MCP server for clinical biomedical literature retrieval, enabling…
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| 55976 |
gtm-mcp
Claim
Enables natural language management of Google Tag Manager accounts, containers,…
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| 55977 |
janusmcp
Claim
Multi-account tool broker for AI agents — CLI and MCP.
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| 55978 |
kb-gateway
Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
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| 55979 |
seo-audit
Claim
Free SEO & AI-search (AEO) audits for any site or Shopify store, with emailed w…
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| 55980 |
Delora MCP
Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
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| 55981 |
memex
Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
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| 55982 |
NASA MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to NASA's Astronomy …
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| 55983 |
drawx-mcp-server
Claim
Generate draw.io diagrams and architecture designs from natural language, via t…
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| 55984 |
K Filesystem MCP
Claim
A tuned filesystem MCP server for Codex-style development, offering fast file o…
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| 55985 |
konsol-mcp
Claim
MCP server for configuring the konsol Frappe app via the CLI. Enables AI client…
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| 55986 |
worldbank-mcp-server
Claim
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
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| 55987 |
youtube-transcriber-mcp
Claim
Enables intelligent transcription of YouTube videos with automatic optimization…
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| 55988 |
MCP server for calculating a patient's 10-year ASCVD risk using the Pooled Coho…
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| 55989 |
instagram-mcp
Claim
Provides Instagram analytics, media downloads, and search capabilities through …
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| 55990 |
Fan Token Intel
Claim
Fan-token intelligence for Chiliz Chain: prices, whale flows, match event impac…
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| 55991 |
Espresso MCP
Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
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| 55992 |
computer-use-windows
Claim
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
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| 55993 |
DevSecOps MCP Server
Claim
Integrates SAST, DAST, IAST, and SCA security testing tools for AI-powered DevS…
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| 55994 |
Off-Nadir Delta
Claim
From first signal to satellite evidence: live world-event intelligence and coll…
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| 55995 |
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
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| 55996 |
openapi-mcp
Claim
Enables agents to query real-time OpenAPI documentation of backend services, pr…
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| 55997 |
Nigeria FIRS/NRS MBS e-invoicing for AI agents - validate, sign, confirm invoic…
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| 55998 |
server
Claim
One MCP tool contract for telephony — any call provider, hosted, local, or BYOK.
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| 55999 |
opnsense-mcp
Claim
Enables interaction with OPNsense firewalls through MCP tools for managing fire…
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| 56000 |
accountinghouse-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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