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Memory and context
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erudition-mcp io.github.ralf090102/erudition

Portable, typed, git-friendly memory for AI agents: an MCP server over a markdown vault.

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Git and code hosting PyPI Local MIT
evermemos-mcp io.github.tt-a1i/evermemos-mcp

MCP Server that brings long-term memory to AI coding tools via EverMemOS

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Memory and context PyPI Local MIT
everos-mcp io.github.evermind-ai/everos-mcp

MCP server for EverOS — long-term memory for AI agents, backed by the EverOS Cloud Memory API (v2)

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Memory and context PyPI Local MIT
faf-memory-mcp io.github.wolfe-jam/faf-memory-format.md

MCP server for .fafm — the Permanent Memory Layer (PML). Wraps claude-fafm-sdk via fastmcp. IANA-registered, cross-vendor, offline-first.

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Memory and context PyPI Local MIT
fluxmem-mcp io.github.fluxmem/fluxmem-changelog.md

MCP server for FluxMem — memory + wiki tools for Claude Code, Cursor, Windsurf

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Docs and knowledge bases PyPI Local MIT
graforest-mcp io.github.graforest/graforest-mcp

Graforest MCP Server — Build, populate, and query Knowledge Graphs with AI. 13 tools for knowledge ingestion, search, traversal, and graph management.

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Memory and context PyPI Local PROPRIETARY
graphiti-mcp-varming io.github.varming73/graphiti

Graphiti MCP Server - Enhanced fork with additional tools by Varming

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Memory and context PyPI Local APACHE-2.0
graph-mcp-driver io.github.steveb93/msosa-toolbox

MCP server that exposes Neo4j (Cypher) and Apache Jena Fuseki (SPARQL) tools to MCP-capable LLM hosts for querying UAF 1.2 / SysML 1.6 / BPMN 2.0 knowledge graphs.

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Databases PyPI Local APACHE-2.0
halflife-mcp io.github.oleg67/halflife-mcp

Local long-term memory for AI agents as an MCP server: procedural, preference, fact, episodic and trace memories in Markdown files + a SQLite index (keyword, optional vector, graph).

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Memory and context PyPI Local APACHE-2.0
harbormaster-mcp io.github.fleetq/harbormaster-docs

Multi-project MCP router + operator dashboard for Claude Code, Codex, Cursor. Ask any local or SSH-reachable project a question without `cd` — the project's subagent loads its own CLAUDE.md and Serena

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Data warehouses and analytics PyPI Local MIT
hebbrix-mcp io.github.hebbrix/hebbrix-mcp

Hebbrix MCP server — persistent memory, knowledge graph, and outcome learning for any MCP-compatible agent

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Memory and context PyPI Local MIT
hermes-memory-mcp io.github.nauta-ai/hermes-memory-mcp

Local-first MCP server that gives AI coding agents persistent, cited memory of their project's notes, decisions, commits, and logs.

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Coding agent tools PyPI Local MIT
hippocampus-memory-mcp io.github.jameslovespancakes/memory-mcp

MCP-compliant server for persistent hippocampus-style memory management with semantic search

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Memory and context PyPI Local MIT
hjeon139-mcp-outofcontext io.github.hjeon139/hjeon139-mcp-outofcontext

MCP server for context management with markdown storage, CRUD operations, and search

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Files and storage PyPI Local APACHE-2.0
hotkv-mcp io.github.hotkv-ltd/hotkv-mcp

A Model Context Protocol (MCP) server for HotKV, a RESP2/RESP3-compatible in-memory data store with built-in AI and LLM-serving features. Lets AI agents read and write keys, agent memory, prompts and

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Model and agent tools PyPI Local APACHE-2.0
ide-memory-mcp io.github.prasanna-pmpeople/ide-memory-mcp

Cross-IDE persistent memory layer for AI coding agents via MCP

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Memory and context PyPI Local MIT
iflow-mcp_4r9un-mcp-kql-server io.github.4r9un/mcp-kql-server-changelog.md

AI-Powered MCP server for KQL query execution with Natural Language to KQL (NL2KQL) conversion, intelligent schema memory, RAG-enhanced context assistance, and semantic search capabilities

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Search and retrieval (RAG) PyPI Local MIT
iflow-mcp_bobmatnyc-kuzu-memory io.github.kuzu-memory/kuzu-memory

Lightweight, embedded graph-based memory system for AI applications

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Memory and context PyPI Local MIT
iflow-mcp_emekaokoye-mcp-rdf-explorer io.github.emekaokoye/mcp-rdf-explorer

A Model Context Protocol (MCP) server for RDF knowledge graph exploration and analysis

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Memory and context PyPI Local MIT
iflow-mcp_fegis io.github.p-funk/fegis

MCP server for converting structured prompt configurations into validated tools with semantic memory.

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Memory and context PyPI Local MIT

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