MCP Apps & Servers

Inflearn LangGraph Agent

jasonkang14

Educational MCP server and LangGraph agent source code for building advanced AI agents with RAG and human-in-the-loop.

MCP Email Server

boutquin

Secure SMTP email server for LLMs to send emails with attachments and search local files for attachments.

TikTok Downloader

pawanpaudel93

Download TikTok videos and profile pictures directly through your AI agent.

Ferrex

vaporif

Local-first persistent memory server with intelligent retrieval and entity resolution.

Gnapsis

e7nd7r

Semantic knowledge graph MCP server for codebase understanding using PostgreSQL and Apache AGE.

SDKMAN! MCP Server

sdkman

Manage Software Development Kits (SDKs) through natural language interactions via SDKMAN!.

Darknet MCP Server

badchars

66-tool MCP server for full-spectrum dark web intelligence, including breach data, ransomware tracking, and Tor .onion access.

Omni Memory MCP

allanschramm

Universal local memory server for multi-agent AI workflows using SQLite and FTS5 for fast, private context retrieval.

Typesense MCP Server

sourabh-khot65

Standardized interface for performing typo-tolerant searches across any Typesense collection via MCP.

StatGPT MCP App

epam

Interactive SDMX data explorer that renders professional tables and charts within AI chat hosts.

FinanceMCP-DCTHS

guangxiangdebizi

MCP server for Chinese stock market sector analysis using Tushare API, supporting TongHuaShun and DongCai data.

Repliers Real Estate MCP

repliers-io

Real-time MLS real estate data access via Repliers API for searching listings and market statistics.

GeminiClaw

e-mon

Autonomous agent orchestrator extending Gemini CLI with scheduling, persistent memory, and multi-channel messaging.

Strimzi Kafka CLI

systemcraftsman

Manage Strimzi Kafka deployments on Kubernetes using a native Kafka-like CLI experience.

Creation OS

spektre-labs

Deterministic coherence kernel to detect LLM hallucinations without using a second model.

Flutter MCP

adamsmaka

Real-time Flutter/Dart documentation and pub.dev package info for AI assistants, supporting 50k+ packages.

Open Deep Research

heishen6

Configurable deep research agent powered by LangGraph and GLM-4.5 for PhD-level research tasks.

Tyk AI Studio

tyktechnologies

Open source AI gateway and management platform for secure, governed, and scalable AI integration.

Astro Docs

withastro

Official MCP server for Astro documentation, providing AI tools with real-time access to the latest Astro features and best practices.

Clerk

vulcanshen

Turns Claude Code sessions into a searchable markdown knowledge base with automated weekly reports.

OpenRath

rath-team

PyTorch-like runtime for dynamic multi-agent and multi-session AI workflows with traceable lineage.

Signal

ayushshrivastv

Interactive World Cup companion providing live scores, odds, and contextual prediction challenges inside ChatGPT.

MCPFier

gleicon

Transform any script, command, or API into a standardized MCP server with embedded analytics.

Ariadne Memory

Chaobs

Cross-source AI memory system with RAG, knowledge graphs, and persistent LLM wiki capabilities.

MegaMind

michaelneale

Cross-agent memory system that allows AI agents to search conversation histories across different platforms.

Octagon Deep Research

octagonai

Enterprise-grade deep research AI server providing comprehensive analysis without rate limits.