MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44301 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 44302 |
ComparEdge
Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
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| 44303 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 44304 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 44305 |
psu-mcp
Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
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| 44306 |
JMRI MCP
Claim
JMRI voice/chat control for DCC model railroads
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| 44307 |
Obsidian MCP Server
Claim
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
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| 44308 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 44309 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 44310 |
nova-act-mcp-server
Claim
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
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| 44311 |
@parserelay/mcp
Claim
Enables document parsing into structured, confidence-scored fields via the scan…
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| 44312 |
Anthropometric prediction API: predict measurements, list countries, list measu…
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| 44313 |
lmstudio-agent-mcp
Claim
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
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| 44314 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 44315 |
Dradis MCP
Claim
Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks,…
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| 44316 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
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| 44317 |
OwnMemory
Claim
Encrypted memory for Claude, on a server you deploy to your own Cloudflare acco…
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| 44318 |
claude-imagine
Claim
An MCP server that enables Claude Code to generate context-aware images using l…
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| 44319 |
Filesystem MCP
Claim
A FastMCP server providing comprehensive file system, Docker, and Git operation…
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| 44320 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 44321 |
hivekey.ai
Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
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| 44322 |
domainintel-mcp
Claim
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
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| 44323 |
build123d-mcp
Claim
MCP server that exposes build123d parametric CAD operations as tools, enabling …
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| 44324 |
Outlook MCP Server
Claim
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
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| 44325 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 44326 |
xray-mcp-server
Claim
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| 44327 |
Crevio
Claim
AI that runs your business so you don't have to.
|
— | ||||||||
| 44328 |
MCP Server Starter
Claim
A minimal MCP server with calculator and memory store tools, ready to use with …
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| 44329 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 44330 |
IzmirMCP
Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
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| 44331 |
MSSQL MCP Server
Claim
A Model Context Protocol server that exposes SQL Server metadata and read-only …
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| 44332 |
Tauri MCP Server
Claim
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
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| 44333 |
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
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| 44334 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 44335 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 44336 |
Email MCP Server
Claim
Give AI agents their own email inboxes. Create, send, receive, and manage email…
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| 44337 |
Memory MCP
Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
|
— | ||||||||
| 44338 |
An independent memory service for AI agents that stores and retrieves facts wit…
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| 44339 |
gsc-mcp
Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
|
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| 44340 |
@bounceprotect/mcp
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
|
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| 44341 |
ingress2gateway-aws-mcp
Claim
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
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| 44342 |
Fluentive MCP
Claim
Information, FAQs, features, and pricing for Fluentive's task management platfo…
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| 44343 |
data-seattle
Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
|
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| 44344 |
nexus-memory
Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
|
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| 44345 |
Claude DJ MCP
Claim
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
|
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| 44346 |
layergen-mcp
Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
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— | ||||||||
| 44347 |
Enables Claude to increment and query a counter deployed on the Linera blockcha…
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| 44348 |
Rozbij Bank
Claim
Compare personal and business bank accounts, savings, and deposits specifically…
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| 44349 |
PSX MCP Server
Claim
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
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| 44350 |
ironscales-mcp
Claim
MCP server for Ironscales — phishing incident management, email classification,…
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