MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39601 |
Unified MCP for Scrimba's interactive programming education with visual learning
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| 39602 |
mcp-server
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| 39603 |
saju
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Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
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| 39604 |
DDG MCP2 Server
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A basic MCP server built with FastMCP framework that provides simple utility to…
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| 39605 |
Hello
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Create quick, personalized greetings for people or teams. Use it to add a frien…
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| 39606 |
agentmailrooms-mcp
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A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verd…
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| 39607 |
MissingLinkz
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Campaign link builder for AI agents. Build UTM-tracked links and validate desti…
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| 39608 |
InstantDB MCP Server
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A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 39609 |
test-1
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| 39610 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 39611 |
mcp-react-toolkit
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9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
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| 39612 |
claude-prompt-optimizer
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Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
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| 39613 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 39614 |
A Model Context Protocol server that allows LLMs to interact with Python enviro…
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| 39615 |
A sample MCP server for testing
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| 39616 |
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
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| 39617 |
SmartconversionAPI
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conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
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| 39618 |
Enables advanced browser automation using real Brave Browser with 49 tools for …
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| 39619 |
studio-signal
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AI-powered media & entertainment intelligence — research, briefs, and market da…
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| 39620 |
Synthetics MCP Server
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A specialized monitoring solution that enables users to create and manage synth…
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| 39621 |
postgress
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| 39622 |
EventTrader MCP
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AI prediction market trading — real-time data, CLOB exchange, 30+ tools
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| 39623 |
An MCP server that gives AI agents full control over pfSense firewalls via the …
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| 39624 |
MCP Hello World
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A minimal reference implementation of an MCP server that responds with "Hello, …
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| 39625 |
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
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| 39626 |
In-memory vector search API for AI agents. Store documents and query by semanti…
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| 39627 |
mcp-gera-nexus
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GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
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| 39628 |
papers
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| 39629 |
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
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| 39630 |
prompt-time
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Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
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| 39631 |
Calculator Service
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Provide precise and efficient calculation capabilities to your agents. Enable s…
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| 39632 |
coralquery-mcp
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A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
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| 39633 |
Odoo MCP Server
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Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
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| 39634 |
haldir
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Haldir is a security and governance layer for AI agents. Session-scoped permiss…
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| 39635 |
rlm-mcp
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Transforms your local repository into a shared project brain using recursive re…
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| 39636 |
anp2-mcp-server
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Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
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| 39637 |
BasinVault
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BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 39638 |
seracade
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LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 39639 |
ClickUp MCP Server
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Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
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| 39640 |
GoHighLevel Connect
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Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
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| 39641 |
MCP server for Fortnox Swedish accounting API integration
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| 39642 |
Enables language models to search and interact with Space Frontiers data source…
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| 39643 |
pop-pay
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Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 39644 |
chuck-norris
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Boost your model’s performance with tailored optimization prompts and strategic…
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| 39645 |
Profitpather
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First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
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| 39646 |
MCP Task Aggregator
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Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
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| 39647 |
contextforge-mcp
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Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
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| 39648 |
gmail-mcp4
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| 39649 |
Cron expression parser API for AI agents. Parse, validate, and explain cron exp…
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| 39650 |
vallt
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API credential manager for Claude Code. Connect services, store keys in keychai…
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