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  • MPM-Coding

    halflifezyf2680
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    quality
    A
    maintenance
    Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.
    Last updated
    17
    MIT

  • memoryweb

    corbym
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    license
    A
    quality
    A
    maintenance
    An MCP server that gives AI agents persistent, narrative memory: concepts as nodes, relationships as typed "because" edges, so anything filed can be pulled back by association rather than by address.
    Last updated
    16
    12
    MIT

  • pty-mcp

    raychao-oao
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    license
    A
    quality
    B
    maintenance
    Interactive PTY sessions for AI agents ā€” local shells, SSH with persistent sessions (ai-tmux daemon for attach/detach), and serial ports. Single Go binary, no tmux dependency.
    Last updated
    16
    14
    MIT

  • agent-lsp

    blackwell-systems
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    license
    A
    quality
    A
    maintenance
    MCP server that keeps language server sessions warm and routes multiple languages through one process. Agents get persistent cross-file awareness, speculative execution (simulate edits before writing to disk), and 20 skills that encode correct multi-step operations like safe rename, blast-radius analysis, and end-to-end refactoring. Single Go binary, no runtime dependencies.
    Last updated
    50
    94
    MIT

  • (S)AGE

    l33tdawg
    A
    license
    A
    quality
    A
    maintenance
    Persistent, consensus-validated institutional memory for AI agents. Gives LLMs real memory that survives across sessions - validated through BFT consensus, not just dumped to a file.
    Last updated
    29
    10
    242
    Apache 2.0

  • mnemos

    s60yucca
    A
    license
    B
    quality
    A
    maintenance
    Persistent memory engine for AI coding agents. Single Go binary, zero runtime dependencies, MCP-native. Stores, searches, and deduplicates memories across sessions using embedded SQLite with hybrid FTS + semantic search, memory decay, relation graph, and token-budget context assembly.
    Last updated
    10
    10
    MIT

  • Cortex

    abdul-hamid-achik
    A
    license
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    quality
    A
    maintenance
    Enforces structured, evidence-guided software engineering tasks with cognitive actions (investigate, plan, verify, remember) and persistent state for LLM-based coding agents.
    Last updated
    MIT

  • M.I.M.I.R - Multi-agent

    orneryd
    A
    license
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    quality
    D
    maintenance
    Provides AI assistants with persistent graph database memory using Neo4j, enabling task management, relationship understanding, semantic search with embeddings, file indexing, and multi-agent coordination through the Model Context Protocol.
    Last updated
    27
    276
    MIT

  • Termada

    Islomzoda
    A
    license
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    quality
    A
    maintenance
    Enables AI agents to securely execute terminal commands with persistent sessions, async jobs, and mission control, while providing a live dashboard for human oversight.
    Last updated
    4
    Apache 2.0

  • dark-memory-mcp

    Opita-Code
    A
    license
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    quality
    A
    maintenance
    An MCP server that provides persistent memory for AI agents, enabling context retention across sessions and supporting vibe-loop workflows where agent promises and deliverables are tracked and validated.
    Last updated
    MIT

  • memex

    kioie
    A
    license
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    quality
    A
    maintenance
    Provides long-term local memory for AI coding agents via MCP, enabling persistent recall of preferences and project facts across chat sessions.
    Last updated
    1
    MIT

  • Cartographer

    BeppeTemp
    A
    license
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    quality
    B
    maintenance
    MCP governance server that lets AI agents build and maintain a persistent, versioned wiki of interlinked Markdown files through validated tools, enforcing invariants like linking, immutability, and one git commit per write.
    Last updated
    11
    Apache 2.0

  • Memento

    scrypster
    A
    license
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    quality
    C
    maintenance
    Provides persistent memory for AI tools by building a local knowledge graph from conversations, enabling cross-session recall and context awareness without cloud dependencies.
    Last updated
    9
    MIT