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"Temporal" matching MCP servers:

  • temporal-graph-mcp

    iatagun
    F
    license
    -
    quality
    C
    maintenance
    An experimental MCP server that compresses git commit co-change coupling graphs using the Baligács temporal clique linear spanner algorithm, reducing edge and token counts by ~55-65% while preserving temporal reachability, and exposes tools like index_repository, get_architecture, search_code, and temporal_compress for querying code knowledge graphs.

  • TGMS MCP Server

    zxf-work
    A
    license
    -
    quality
    A
    maintenance
    Enables LLM agents to query a bi-temporal property graph using verified temporal operators via MCP, with auditable claims and correction-aware time travel.
    1
    Apache 2.0

  • memtrace

    syncable-dev
    F
    license
    -
    quality
    A
    maintenance
    Memtrace is a persistent memory layer for coding agents, built as a bi‑temporal structural knowledge graph over your codebase (AST‑driven symbols and relationships, plus temporal evolution and cross‑service API topology)
    448

  • GitIntel

    hoangsonww
    A
    license
    A
    quality
    B
    maintenance
    A local Git intelligence MCP server that provides deep repository analytics including hotspots, temporal coupling, knowledge maps, churn analysis, and risk scoring for AI agents.
    12
    12
    MIT

  • memory-mcp

    jmars
    A
    license
    A
    quality
    B
    maintenance
    Persistent knowledge graph MCP server with SQLite backend, offering graph traversal, fuzzy search, and temporal queries for entities and relations. It serves as a drop-in replacement for the npm mcp-server-memory with enhanced capabilities.
    12
    MIT

  • memory-mcp

    palimpsest-labs
    A
    license
    A
    quality
    B
    maintenance
    Persistent knowledge graph MCP server with SQLite backend. Enables graph traversal, fuzzy search, temporal queries, and timestamps for entity management.
    12
    MIT

  • memex

    STiFLeR7
    A
    license
    A
    quality
    A
    maintenance
    memex is a developer context-continuity MCP server — it watches your git repos and builds a temporal knowledge graph (modules, symbols, decisions, open problems) via Graphiti + Neo4j, then serves it to any AI coding agent over MCP. Every edge carries a validity window and a confidence score that decays over time. 12 tools across read and write. Install via npx -y stifler-memex-mcp. MIT licensed.
    13
    12
    MIT

  • Mnemex

    prefrontal-systems
    A
    license
    A
    quality
    C
    maintenance
    Provides human-like memory dynamics for AI assistants where memories naturally fade over time unless reinforced through use, mimicking the Ebbinghaus forgetting curve. Enables automatic saving, searching, and management of contextual information with temporal decay algorithms.
    11
    36
    AGPL 3.0

  • MCP Notes

    HefnySco
    F
    license
    B
    quality
    B
    maintenance
    Enables persistent knowledge graph management with entities, observations, relations, temporal queries, and graph traversal via Model Context Protocol.
    13

  • world-model-mcp

    SaravananJaichandar
    A
    license
    B
    quality
    A
    maintenance
    Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.
    31
    22
    MIT

  • Memento

    JoyciAkira
    A
    license
    C
    quality
    A
    maintenance
    Memento is a local-first, open-source MCP middleware that gives AI agents persistent memory, proactive goal enforcement, and autonomous intelligence using a SQLite temporal graph with Reciprocal Rank Fusion retrieval.
    15
    1
    AGPL 3.0
  • heddle by foundryside-dev

    heddleofficial

    foundryside-dev
    A
    license
    C
    quality
    A
    maintenance
    Temporal change-impact authority MCP server that tracks per-entity change history across runs and answers downstream propagation queries, enabling impact analysis and reverification worklists.
    12
    MIT

  • datetime-mcp

    joshuaboys
    A
    license
    D
    quality
    C
    maintenance
    A lightweight MCP server that provides date and time tools, including the ability to retrieve current timestamps and parse date strings with IANA timezone support. It enables AI models to interact with the host OS clock and perform temporal calculations via stdio transport.
    3
    9
    7
    MIT

  • OpenKai

    udithaMee
    A
    license
    -
    quality
    D
    maintenance
    OpenKai is an open-source MCP server that gives AI agents persistent memory across conversations, supporting core, long-term, short-term, episodic, and working memory types with goals, emotional intelligence, and temporal queries.
    2
    MIT

  • git-telemetry-mcp

    rootbid
    A
    license
    -
    quality
    A
    maintenance
    Provides AI assistants with a Development Time Machine by analyzing git reflogs, commit history, working directory deltas, and shell history for temporal context, including safe git operations and smart commit generation.
    Apache 2.0

  • TheWeave: Memory for AI agents

    TheWeaveSC
    A
    license
    -
    quality
    A
    maintenance
    TheWeave is a markdown-native memory architecture for Claude and any MCP-aware agent. Your agent's memory lives as plain .md files you own: a 5-verb MCP core over the vault, query-driven PageRank retrieval, bi-temporal facts (valid_from / valid_until), and a persona-as-vault model. No database and no embeddings server. The files are the memory, inspectable in your editor and versionable in git.
    2
    Apache 2.0