PyPI (Python) MCP Servers

🛠️ mcp-context-server

An MCP server that provides persistent multimodal context storage for LLM agents.

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Developer Tools110

🛠️ FedRAMP 20x Requirements

An MCP server that provides access to FedRAMP 20x security requirements and controls.

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Developer Tools95

🛠️ ha-mcp

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

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Developer Tools77

🔍 Alfanous - Quranic Search Engine

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

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Search & Web Scraping76

🤖 mcpcap

An MCP server for analyzing PCAP files.

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AI & Machine Learning74

🗄️ mcp

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

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Database70

🛠️ zoo-mcp

An MCP server that provides access to the Zoo API for various CAD operations and tools.

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Developer Tools55

🛠️ haiku-rag

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

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🛠️ mcp-nanobanana-pro

MCP server for NanoBanana AI image generation and editing

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🛠️ AkTools MCP Server

MCP Server for stock and crypto

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🛠️ air-Q

MCP server for direct HTTP communication with air-Q air quality sensor devices

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Developer Tools40

🛠️ wechat-devtools-mcp

MCP Server for WeChat DevTools CLI - Automate development & testing with 8 aggregated APIs.

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Developer Tools40

🛠️ pypreset

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

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🛠️ reMarkable MCP Server

Access your reMarkable tablet - read documents, browse files, extract text and OCR

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Developer Tools34

🛠️ codereviewbuddy

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

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Developer Tools33

🔍 mcp-veo

MCP server for Google Veo AI video generation

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Search & Web Scraping32

🛠️ zotero-library-mcp

Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library

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Developer Tools32

💬 Notify MCP Server

MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk

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Communication32

🛠️ mcp-flux-pro

MCP server for Flux AI image generation

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Developer Tools30

🛠️ mcp-midjourney

MCP server for Midjourney AI image generation and editing

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Developer Tools30

🛠️ mcp-seedream-pro

MCP server for ByteDance Seedream AI image generation

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Developer Tools30

🔍 mcp-serp

MCP server for Google search results via SERP API

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Search & Web Scraping30

🛠️ mcp-sora

MCP server for OpenAI Sora AI video generation

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Developer Tools30

🛠️ mcp-server-couchbase

Couchbase Model Context Protocol Server to interact with Couchbase clusters

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🛠️ yandex-tracker-mcp

MCP server for Yandex Tracker API.

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🛠️ mcp-luma

MCP server for Luma Dream Machine AI video generation

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Developer Tools28

🛠️ mcp-seedance

MCP server for ByteDance Seedance AI video generation

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🛠️ mcp-suno

MCP server for Suno AI music generation, lyrics, and covers

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🛠️ MCP Server for Binge-watch

MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器，为AI提供搜索影视播放地址的能力，并支持在小米等安卓电视/投影仪上直接播放

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Developer Tools27

🛠️ mcp-shorturl

MCP server for URL shortening and management

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Developer Tools26

🤖 Exploit Intelligence Platform — CVE, Vulnerability and Exploit Database

Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+ CVEs, 115K+ PoCs)

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AI & Machine Learning25

🛠️ Defenter Proxy

Real-time semantic security for AI coding agents and MCP tools

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Developer Tools25

🔍 marm-mcp-server

Universal MCP Server with advanced AI memory capabilities and semantic search.

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Search & Web Scraping25

🛠️ Xcode: MCP Bridge Wrapper for Cursor

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

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Developer Tools25

☁️ air-Q Cloud

MCP server for air-Q Cloud API — access air quality data from anywhere

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Cloud & Infrastructure24

🗄️ vector-memory

Semantic document memory using Redis vector store. Save and recall files with natural language.

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Database24

🛠️ Predictive Maintenance

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

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Developer Tools23

🛠️ swarm-at

Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools

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Developer Tools23

🤖 Allstacks Analytics MCP Server

Provides 208+ tools for AI-native engineering intelligence via Allstacks API.

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AI & Machine Learning20

🤖 Syncline MCP Server (Python)

Syncline MCP Server (Python) - AI-powered meeting scheduling with intelligent auto-scheduling

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AI & Machine Learning20

🛠️ docvet

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

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Developer Tools20

🛠️ GDPR Shift-Left Compliance

GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.

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🛠️ PageMap

Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy

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🛠️ osmp

Agentic AI instruction encoding. 60%+ compression over JSON. Inference-free decode. Any channel.

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🛠️ mcp-as-a-judge

MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

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Developer Tools18

🛠️ artefact-revenue-intelligence

Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.

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🛠️ Statistics Canada MCP Server

Access Statistics Canada data via the Web Data Services API

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Developer Tools17

🔍 AiPayGen — 65+ AI Tools as an MCP Server

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

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Search & Web Scraping16

🔍 imessage-max

AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.

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Search & Web Scraping16

🔌 python-mcp

Securely give LLMs controlled access to real-world operations inside your Files.com environment

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Other15

🛠️ omni-nli

An MCP server for natural language inference

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Developer Tools15

🛠️ a-mem-mcp

Self-evolving memory system for AI agents

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Developer Tools15

🛠️ Motor Current Signature Analysis

MCP server for Motor Current Signature Analysis — fault detection in electric motors

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🛠️ Joplin MCP Server

FastMCP server exposing Joplin notes, notebooks, tags, and imports.

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🔍 arcgis-mcp-server

Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials.

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Search & Web Scraping13

☁️ ipybox

An MCP server for sandboxed Python code execution with IPython and Docker, and file transfer.

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Cloud & Infrastructure13

🛠️ ssh-licco

SSH Model Context Protocol Server - Enable SSH functionality for AI models

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Developer Tools12

🛠️ NetLicensing MCP Server

Labs64 NetLicensing MCP server for AI-driven software license lifecycle management.

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Developer Tools12

🔍 MidOS - MCP Community Library

Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

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Search & Web Scraping12

🛠️ scrimba-teaching

Interactive programming teacher using Scrimba's methodology for 10x retention

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Developer Tools12

🛠️ redmine-mcp-server

Production-ready MCP server for Redmine with security, pagination, and enterprise features

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Developer Tools12

🤖 AgentSIM

Real SIM-backed phone numbers for AI agents — autonomous OTP capture, no VoIP, no human steps.

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AI & Machine Learning10

🤖 Norman MCP Server

AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.

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AI & Machine Learning10

🛠️ skillhub-mcp

MCP server that exposes Claude-style skills to any MCP client.

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Developer Tools10

☁️ MCP KQL Server

Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration

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Cloud & Infrastructure10

🛠️ security-controls

1,451 security controls across 261 frameworks with bidirectional mapping

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Developer Tools10

🛠️ safe-ssh-mcp

A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands

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🛠️ Bridge MCP

Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.

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🛠️ codelogic-mcp-server

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

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🛠️ physbound

Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise floors.

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🛠️ MCPower Security Proxy

Security proxy that automatically wraps MCP servers with real-time monitoring and policy enforcement

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🛠️ mcp-plots

MCP server for data visualization with Mermaid charts.

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🛠️ smartschool-mcp

Access Smartschool courses, grades, assignments, and messages through the Model Context Protocol

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🛠️ Memphora

Add persistent memory to AI assistants. Store and recall info across conversations.

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🛠️ stata-mcp

Let LLM help you achieve your regression analysis with Stata

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Developer Tools10

🛠️ Pomera AI Commander

Desktop text workbench + MCP server: 22+ text processing tools for AI assistants

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🛠️ tooluniverse

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

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🛠️ mhlabs_mcp_tools

An MCP server that provides text preprocessing, NLP components, and document analysis

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🛠️ IndieStack

Open-source supply chain for AI agents. 3,000+ indie creations across 25 categories.

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Developer Tools9

🛠️ Prefect MCP Server

MCP server for Prefect. Monitor and debug workflows, deployments, and automations.

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Developer Tools9

🛠️ Qiskit IBM Runtime MCP Server

MCP server for IBM Quantum computing services through Qiskit IBM Runtime

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Developer Tools9

🛠️ Xcode: MCP Bridge Wrapper for Cursor

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

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Developer Tools9

🔍 mcp_hackernews

MCP server exposing a simple Hacker News search tool (top stories).

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Search & Web Scraping9

🛠️ molecular-mcp

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

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Developer Tools9

🛠️ mcp-server-12306

An MCP server that provides 12306 ticket query

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Developer Tools9

🔍 hot-memory-mcp

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

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Search & Web Scraping9

🤖 Obris

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

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AI & Machine Learning8

🔍 mcp

Search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials.

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Search & Web Scraping8

🛠️ ui-ticket-mcp

Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.

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Developer Tools8

🛠️ Bitcoin MCP

49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero config.

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Developer Tools8

🛠️ codesurface

Indexes your codebase's public API and serves it via compact MCP tool responses.

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Developer Tools8

🔍 velocirag

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

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Search & Web Scraping8

🛠️ Qiskit Gym MCP Server

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

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Developer Tools8

🛠️ Qiskit MCP Server

MCP server for Qiskit quantum computing with circuit serialization utilities

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🛠️ Remote Terminal MCP

Complete SSH terminal for Linux with AI/user control and dual-stream visibility

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Developer Tools8

🛠️ Tekna Events & News

MCP server for Tekna events and news

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Developer Tools8

🛠️ air-blackbox-mcp

EU AI Act compliance scanning for Python AI agents with audit trails and trust layers.

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Developer Tools8

🛠️ Everyrow MCP Server

AI-powered dataframe ops: transform, dedupe, merge, rank, and screen with natural language

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🛠️ Porkbun DNS 🐷

Manage DNS records, domains, DNSSEC, SSL certificates via MCP

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Developer Tools8

🗄️ mcp-server-motherduck

SQL analytics and data engineering for AI Assistants and IDEs

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Database8

🛠️ mcp-watchdog

MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.

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Developer Tools7

🛠️ Iceberg MCP Server

MCP Server for Apache Iceberg

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Developer Tools7

🛠️ massive-context-mcp

Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.

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🛠️ ACMS

Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS

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Developer Tools7

🛠️ mathematica-mcp

MCP server for WolframScript

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Developer Tools7

🛠️ agent-bom

AI supply chain security scanner — CVE scanning, blast radius, policy enforcement, SBOM generation

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Developer Tools7

🔍 codemunch-pro

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

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Search & Web Scraping6

🛠️ Optical Context MCP

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

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Developer Tools6

🛠️ HeyLead — Autonomous LinkedIn SDR

Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign management.

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Developer Tools6

🛠️ Proxy Doctor

Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf)

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🛠️ MolTrust MCP Server

Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.

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🛠️ Agent Droid Bridge

MCP server giving AI agents eyes and hands inside Android devices via ADB

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Developer Tools6

🛠️ omni-scanner

Codebase observatory with 56+ scanners for git health, architecture, and documentation.

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Developer Tools6

🛠️ pdf4vllm

PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.

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🛠️ Qiskit Code Assistant MCP Server

MCP server for the Qiskit Code Assistant intelligent code completion

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Developer Tools6

🛠️ Qiskit IBM Transpiler MCP Server

MCP server for AI Transpiler IBM Quantum services

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🛠️ scrapegraph-mcp

AI-powered web scraping and data extraction capabilities through ScrapeGraph API

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🛠️ OSS Snowflake MCP Server

MCP Server for Snowflake from Snowflake Labs

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🛠️ awx-mcp-server

Control AWX/Ansible Tower through natural language - 49 tools for automation

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🛠️ tendem-mcp

AI + Human Agent platform for getting tasks done. Create, manage, and track tasks powered by Tendem.

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Developer Tools6

🛠️ oprocess

AI-native process classification. 2436 processes + 3284 KPIs from APQC, ITIL, SCOR.

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Developer Tools6

🛠️ Discrete Structures

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

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🛠️ devops-practices

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

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🛠️ aidb

Debug any supported language with breakpoints, variable/state inspection, and stepping.

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🛠️ MCPower Security Proxy

Security proxy that wraps MCP servers with real-time monitoring and policy enforcement

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🛠️ math-mcp

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

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🛠️ wemo

Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes

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🛠️ Math MCP Learning

Educational MCP server with 12 math/stats tools, visualizations, and persistent workspace

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🛠️ Performance Co-Pilot

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

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Developer Tools6

☁️ Amazon ECS MCP Server

AI-powered Amazon ECS workload management

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Cloud & Infrastructure5

☁️ Amazon EKS MCP Server

AI-powered Amazon EKS cluster management and troubleshooting

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Cloud & Infrastructure5

🔍 codeweaver

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

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Search & Web Scraping5

🤖 infrahub-mcp

An MCP server connects your AI assistants to Infrahub using the open MCP standard.

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AI & Machine Learning5

🔌 Rootly

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

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Other5

📊 scout-mcp-local

An MCP server for Scout Monitoring data interactions.

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Data & Analytics5

🔌 stackhawk

An MCP server that provides interaction with StackHawk's security scanning platform.

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Other5

🔌 mcp

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

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Other5

🤖 deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

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AI & Machine Learning5

🛠️ sutra

Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

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Developer Tools5

🛠️ fiftyone-mcp-server

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

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Developer Tools5

🛠️ semantic-frame

Token-efficient semantic compression for numerical data. 95%+ token reduction.

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Developer Tools5

🛠️ zsh-tool

Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

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Developer Tools5

🛠️ LiteLLM Multi-Model API

Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.

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Developer Tools5

🛠️ jupyter-mcp-server

A powerful MCP server for AI-driven Jupyter Notebook management and execution

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Developer Tools5

🛠️ flyto-indexer

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

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Developer Tools5

🛠️ Windows-MCP

An MCP Server for computer-use in Windows OS

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Developer Tools5

🛠️ open-notebook

MCP server that wraps the Open Notebook API

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Developer Tools5

🔍 log-analyzer-mcp

AI-powered log analysis - parse, search, extract errors across 9+ formats

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Search & Web Scraping5

☁️ RAGScore

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

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Cloud & Infrastructure5

☁️ ragstack

Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

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Cloud & Infrastructure5

🛠️ onecite

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

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Developer Tools5

🛠️ ClaudeR - RStudio MCP Server

Connect RStudio to AI assistants for interactive R coding and data analysis.

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Developer Tools5

🛠️ mcp-server-spira

A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.

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🛠️ keyphrases-mcp

An MCP server to extract keyphrases from a text with the BERT model

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🛠️ zenlink-mcp

Browser automation for MCP clients via Zen Browser or Firefox.

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🛠️ labmate-mcp

81 chemistry tools — literature, calculations, retrosynthesis

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Developer Tools5

🔍 MCP Search Server

Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.

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Search & Web Scraping5

🛠️ amazon_ads_mcp

Amazon Ads API MCP server for Amazon Advertising API

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Developer Tools5

🔍 fiverr-mcp-server

Search Fiverr gigs, sellers, pricing, and reviews. No API key required.

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Search & Web Scraping5

🛠️ patreon-mcp-server

Access your Patreon creator data - campaigns, patrons, tiers, and posts.

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Developer Tools5

🛠️ plots-mcp

MCP server for data visualization with Mermaid charts.

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Developer Tools5

☁️ package-version-check-mcp

Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

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Cloud & Infrastructure5

🛠️ PraisonAI

AI Agents Framework with Self Reflection and MCP support

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Developer Tools5

🔍 MidOS - MCP Community Library

Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

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Search & Web Scraping5

🔍 mcp-codebase-index

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

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Search & Web Scraping5

🔍 bigquery-mcp

A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.

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Search & Web Scraping5

🛠️ SpecLeft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

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Developer Tools5

🛠️ gemini-faf-mcp

FAF MCP server for Gemini. 12 tools. Project DNA via IANA-registered .faf format. Python/FastMCP.

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Developer Tools5

🗄️ fastmcp-sqltools

A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.

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Database5

🗄️ OneTool MCP

🧿 One MCP for developers. 100+ tools. Brave, Gemini, Excel, Files, DB, Version Check & DevTools.

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Database5

🛠️ unblu

Token-efficient MCP server for 300+ Unblu API endpoints

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Developer Tools5

🛠️ HelioSPICE

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

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🛠️ mcp-neo4j-data-modeling

A simple Neo4j MCP server for creating graph data models.

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Developer Tools5

🔌 Easyship

Unlock global e-commerce shipping with Easyship's automated tools and worldwide courier network.

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Other4

📋 copass-local

Local encryption and project setup plugin for Copass. Keys never leave your machine.

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Productivity4

☁️ eustore

S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.

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Cloud & Infrastructure4

🛠️ Aegis — AI Agent Governance

Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

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Developer Tools4

🔍 Google Play Console MCP

Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

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Search & Web Scraping4

🛠️ revettr-mcp

Counterparty risk scoring for agentic commerce via x402 micropayments.

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Developer Tools4

🛠️ video-analyzer

Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.

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Developer Tools4

🛠️ Unity API Documentation

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

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Developer Tools4

🛠️ Unreal Engine API Documentation

Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

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Developer Tools4

🛠️ locus

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

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Developer Tools4

🛠️ Noosphere

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

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Developer Tools4

🛠️ docalyze

Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.

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Developer Tools4

🛠️ FileSystem MCP Server

Secure filesystem access for AI agents with configurable directory and file type restrictions

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Developer Tools4

🛠️ Qiskit Documentation MCP Server

MCP server for querying and retrieving Qiskit documentation, guides, and API references

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Developer Tools4

🛠️ shuck-file

Any file in, Markdown out — read only what matters.

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Developer Tools4

🛠️ System R Risk Intelligence

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

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Developer Tools4

🔍 Outline MCP Server

Connect AI assistants to Outline for document search, reading, and management

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Search & Web Scraping4

🛠️ Zikkaron

Biologically-inspired persistent memory engine for Claude Code MCP agents

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Developer Tools4

🛠️ neural-mcp

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

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Developer Tools4

🛠️ toon-parse-mcp

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

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Developer Tools4

🛠️ expenselm-mcp-server

An MCP server that provides access to your expense data on ExpenseLM.

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Developer Tools4

🛠️ snowfakery-mcp

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

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Developer Tools4

🔍 Context Lens

Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

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Search & Web Scraping4

🛠️ engineer-your-data

MCP server for data engineering: validation, transformation, visualization, and APIs.

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Developer Tools4

🛠️ Curate-Ipsum

Code synthesis through belief revision, mutation testing, and verification

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Developer Tools4

🛠️ app-store-connect-mcp

Interact with Apple's App Store Connect API

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Developer Tools4

🗄️ mcp-neo4j-aura-manager

MCP server for Neo4j Aura Database Instance Manager.

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Database4