MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46501 |
Supabase MCP HTTP Server
Claim
Provides 43 tools for complete Supabase control including database operations, …
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| 46502 |
dynamic-mcp
Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
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| 46503 |
Hoard
Claim
Local MCP server for indexing personal knowledge into SQLite with hybrid search…
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| 46504 |
graphpilot
Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
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| 46505 |
Epoch
Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
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| 46506 |
search-online-mcp
Claim
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
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| 46507 |
Relational-readiness and market-permission tools for African and high-context m…
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| 46508 |
docs-mcp-server
Claim
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| 46509 |
Sub-cent factual claim verification against live data sources.
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| 46510 |
notebooklm-mcp-pro
Claim
Production-grade Model Context Protocol server for Google NotebookLM that lets …
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| 46511 |
sevdesk-mcp
Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
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| 46512 |
Vektor Memory
Claim
Slipstream - Built by Vektor Memory - a persistent multi-layered memory archite…
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| 46513 |
host-mcp-jenkins
Claim
A local MCP server for Jenkins that provides 17 tools to interact with Jenkins …
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| 46514 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
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| 46515 |
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
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| 46516 |
Provides persistent, local-first memory with knowledge graph and hybrid search …
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| 46517 |
packet-tracer-mcp
Claim
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, Qo…
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| 46518 |
test
Claim
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| 46519 |
Memgraph MCP Server
Claim
A lightweight server implementation of the Model Context Protocol that connects…
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| 46520 |
Subway Info NYC
Claim
A comprehensive New York City subway information portal providing riders with r…
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| 46521 |
A2CR
Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
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| 46522 |
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
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| 46523 |
Sentimatix
Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
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| 46524 |
Analyze any Nifty 500 stock with AI — price action, demand zones, technicals & …
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| 46525 |
transcode
Claim
Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
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| 46526 |
An MCP server that provides comprehensive monitoring and management capabilitie…
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| 46527 |
MongoDB MCP Server
Claim
A Model Context Protocol server that enables Claude to interact with MongoDB da…
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| 46528 |
GitHub Search API Server
Claim
Leverage the GitHub search API to enhance your applications with powerful searc…
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| 46529 |
Syracuse Company News
Claim
Structured company & industry news for AI agents: typed, dated, source-linked e…
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| 46530 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 46531 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 46532 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 46533 |
Gdelt
Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
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| 46534 |
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
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| 46535 |
Altary MCP Server
Claim
Enables Claude to integrate with Altary error management service for retrieving…
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| 46536 |
code_nav MCP
Claim
Deterministic code navigation MCP server for Codex/CodeCLI that provides compac…
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| 46537 |
ERPNext MCP Server
Claim
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
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| 46538 |
EventTrader
Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
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| 46539 |
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
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| 46540 |
computer-use-windows
Claim
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
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| 46541 |
Sahibinden Emlak MCP
Claim
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
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| 46542 |
delx-living-body
Claim
Meta-MCP that auto-detects installed wellness connectors and composes them into…
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| 46543 |
Scry
Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
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| 46544 |
Enables searching and retrieving Korean legal information including laws, court…
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| 46545 |
LondonIQ MCP Server
Claim
Provides real-time London area intelligence including postcode data, crime, sch…
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| 46546 |
Docker MCP Server
Claim
A comprehensive MCP server that provides advanced Docker operations through a u…
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| 46547 |
MCP server for Gearlynx Atari Lynx emulator
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| 46548 |
rag-retrieval-mcp
Claim
Enables retrieval-augmented generation by embedding queries with a chosen provi…
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| 46549 |
frostbyte
Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
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| 46550 |
flyte-mcp
Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
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