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"Tips and tools for creating a graph" matching MCP servers:

  • ts-graph-tools

    KimHG1995
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying a TypeScript codebase's graph for call flows, type relationships, and symbol locations without reading file bodies.
    The Unlicense

  • no-tax-on-tips-mcp

    DojoGenesis
    F
    license
    A
    quality
    C
    maintenance
    MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as callable tools, enabling users to check eligibility and estimate tip deductions.
    4

  • procurement-graph

    mfbaig35r
    A
    license
    A
    quality
    B
    maintenance
    Exposes a dependency graph of strategic sourcing artifacts and analyses as an MCP server, enabling navigation of phases, analyses, deliverables, and graph traversal for impact analysis and build order.
    16
    Apache 2.0

  • graph-memory

    Doodle-Lin
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides AI coding agents with a local knowledge-graph memory, enabling cross-project retrieval via PageRank diffusion and tools to retrieve, write, extract, update, and view recent knowledge over MCP.
    MIT

  • erlik-graph

    malkreide
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables LLMs to perform OSINT link-analysis by exposing transforms (DNS, WHOIS, Shodan, etc.) as MCP tools for autonomous investigation and graph enrichment.
    MIT

  • code-graph-mcp

    sdsrss
    A
    license
    Not graded
    quality
    A
    maintenance
    A high-performance code knowledge graph server implementing MCP, indexing codebases into a structured AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing.
    2,783
    68
    MIT

  • io.github.DiaaAj/a-mem-mcp

    DiaaAj
    A
    license
    Not graded
    quality
    D
    maintenance
    A-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.
    34
    MIT

  • Graph X

    vugarfamiloglu
    A
    license
    Not graded
    quality
    C
    maintenance
    A knowledge graph MCP server that indexes your codebase into a local SQLite graph and provides tools for project mapping, file summaries, and impact analysis, drastically reducing token usage in AI coding assistants.
    MIT

  • graph-engineering

    sciencemj
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that turns coding workflows into explicit execution graphs (DAG) with deterministic command execution, human-in-the-loop gates, and tamper-proof run history for Claude Code.
    MIT

  • claude-graph

    mohansagark
    A
    license
    Not graded
    quality
    A
    maintenance
    A local knowledge graph of your codebase for Claude Code on macOS, exposing structural data via MCP tools for querying calls, imports, test coverage, and impact analysis.
    1
    MIT

  • Graph RAG MCP Server for

    saselvan
    A
    license
    Not graded
    quality
    D
    maintenance
    A local-first Graph-RAG system combining ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q&A over Obsidian vaults, supporting MCP clients like Claude Desktop, Cursor, and Raycast.
    MIT

  • mem-graph

    GoVanAI
    A
    license
    Not graded
    quality
    A
    maintenance
    Graph-relational memory MCP server for persistent LLM memory, featuring wikilinks, BM25 auto-linking, spreading activation, and synaptic decay across five memory layers.
    MIT