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"Information about the Instagram Graph API" matching MCP servers:

  • mcp-instagram

    zouwei
    A
    license
    Not graded
    quality
    C
    maintenance
    Instagram publishing MCP server using official Graph API, supporting single image and carousel posts, publishing limits, and token refresh. Works with any MCP client over stdio or HTTP.
    AGPL 3.0

  • mcp-instagram

    smorand
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for downloading Instagram content (videos, reels, audio, carousels) using yt-dlp, with tools for downloading media and fetching metadata. Supports stdio and HTTP transports.
    MIT

  • Graph-Memory

    stevepridemore
    A
    license
    A
    quality
    C
    maintenance
    Self-hosted personal knowledge graph for Claude that persists across sessions, devices, and tools. Built on Neo4j with local semantic embeddings; OAuth 2.1 lets Claude Code, Claude Desktop, and claude.ai web all hit the same graph.
    23
    41
    2
    MIT

  • Instagram MCP Server

    ishan-parihar
    A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.
    28
    1
    Apache 2.0

  • kb-graph

    uttambharadwaj
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides a self-tending knowledge base for AI agents, automatically harvesting session transcripts into facts and state notes, and injecting relevant context into new sessions via MCP hooks.
    2
    MIT

  • Graph-Tools

    dromologue
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  • Instagram Public MCP

    pedroantonnio
    F
    license
    Not graded
    quality
    B
    maintenance
    Provides tools to fetch public Instagram profile metadata and recent posts without authentication, using an anonymous Instaloader patch with fallback to mobile feed endpoints.

  • Instagram DMs MCP

    braindead-dev
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI assistants to read, send, and manage Instagram direct messages, including viewing conversations, sending DMs to users, reacting to messages, and searching for users by username.
    10

  • code-graph-mcp

    dorkian
    A
    license
    A
    quality
    B
    maintenance
    Indexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.
    7
    22
    MIT
  • green-api-mcp-gateway by green-api

    green-api-mcp-gatewayofficial

    green-api
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP gateway for GREEN-API WhatsApp that lets AI agents send messages, manage instances, and receive notifications via WhatsApp using the Model Context Protocol.
    MIT

  • j5ed-knowledge-graph

    ArkTechNWA
    A
    license
    Not graded
    quality
    A
    maintenance
    A knowledge graph MCP server providing persistent, structured memory for AI assistants with multi-agent isolation, tiered search, and index navigation.
    10
    MIT

  • code-graph-mcp

    attaxr
    A
    license
    Not graded
    quality
    B
    maintenance
    Turns a codebase into a queryable graph with semantic search, call graphs, and control/data flow analysis, served to AI coding agents via the Model Context Protocol.
    206
    MIT

  • Code Graph Context

    andrew-hernandez-paragon
    A
    license
    Not graded
    quality
    D
    maintenance
    Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.
    240
    17
    MIT