MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38601 |
Documentary MCP Server
Claim
Enables creating, listing, and searching project-based documentation with Markd…
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| 38602 |
patent20251012
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| 38603 |
pripera
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| 38604 |
hittad
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| 38605 |
LLM Wiki MCP
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MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
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| 38606 |
drainbrain
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AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
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| 38607 |
opencut-controller
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Professional MCP server for video editing automation with OpenCut.
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| 38608 |
AI-powered email assistant that enables sending, parsing, and managing emails u…
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| 38609 |
An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Flee…
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| 38610 |
powerbi-mcp-local
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Local-first MCP server for Power BI Desktop automation. Automate semantic model…
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| 38611 |
ast-outline-mcp
Claim
Enables AI coding agents to efficiently explore codebases by providing structur…
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| 38612 |
heatpump-mcp-server
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AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
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| 38613 |
soft-ue-cli
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MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
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| 38614 |
youtube-context-mcp
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A small MCP server that gives agents rich context about a YouTube video — its t…
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| 38615 |
memex
Claim
Production-grade persistent memory service for AI agents. Semantic search with …
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| 38616 |
AuditShield
Claim
A three-layer MCP server that filters false positives from static analysis tool…
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| 38617 |
misterdev
Claim
An autonomous, extensible LLM build orchestrator. Give it a repo and a goal; i…
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| 38618 |
rugmunch-solana
Claim
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
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| 38619 |
Google Tasks MCP Server
Claim
A Model Context Protocol server that enables AI assistants to manage Google Tas…
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| 38620 |
mcp-duckvault
Claim
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
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| 38621 |
This is a secure Python code execution server that enables LLMs to run Python c…
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| 38622 |
Option Desk
Claim
Option analytics over the SYNTH sample or a permitted chain: Greeks, positionin…
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| 38623 |
Hokyo MCP Server
Claim
豊胸モニター募集サイトのMCPサーバー。クリニック検索・術式情報・悩み相談・世代別記事を提供します。
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| 38624 |
dex-data
Claim
DEX data, geocoding, weather, search, holidays, LEI, yield curve. 22 tools, fre…
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| 38625 |
autoglm-mcp
Claim
Enables AI agents to analyze and interact with Android phone screens via ADB, u…
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| 38626 |
hyperpanes-mcp
Claim
MCP server for hyperpanes terminal workspace app, enabling AI agents to compose…
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| 38627 |
mcp-flutter-senior
Claim
Provides Flutter best practices, code analysis, and state management recommenda…
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| 38628 |
Provides local image analysis tools using Pillow for dimensions, colors, metada…
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| 38629 |
mailbox-mcp
Claim
Give your AI tools access to your email. Search, read, send, and manage message…
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| 38630 |
Call For Me
Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
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| 38631 |
Maven Decoder MCP Server
Claim
A comprehensive MCP server for analyzing Maven jar files in the local repositor…
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| 38632 |
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
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| 38633 |
date
Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
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| 38634 |
mcp-oauth-server-next
Claim
A proof-of-concept HTTP MCP server requiring OAuth 2.0 authentication before to…
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| 38635 |
Drupal Scout MCP
Claim
A Model Context Protocol server for local Drupal development that combines file…
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| 38636 |
hermes-google
Claim
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
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| 38637 |
Amazon.in MCP Server
Claim
Enables searching products, viewing orders, and analyzing order trends on Amazo…
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| 38638 |
MCP-Hound
Claim
Enables code search across indexed repositories using regex patterns, with pagi…
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| 38639 |
mcp-victoriametrics
Claim
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| 38640 |
Pandoc Bridge
Claim
Enables document format conversion between 40+ formats including Markdown, HTML…
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| 38641 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
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| 38642 |
tracepiishield-mcp
Claim
PII scanning and redaction receipts for LLM traces and tool payloads.
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| 38643 |
crosspost-mcp
Claim
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
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| 38644 |
Deploys a stateless MCP server on AWS Lambda and API Gateway using CDK, support…
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| 38645 |
Agorus MCP Server
Claim
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
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| 38646 |
Grok Plugin Codex
Claim
An MCP server that exposes the local Grok CLI to Codex for bounded repo work, r…
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| 38647 |
Delx MCP Server
Claim
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
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| 38648 |
air-mcp-server
Claim
MCP server for booking and date-utility tools, deployed on AWS Lambda, supporti…
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| 38649 |
mcp-server
Claim
An MCP server that provides weather and time tools, enabling users to get curre…
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| 38650 |
beads-viz
Claim
A read-only task graph visualizer for Beads projects, running as an MCP server …
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