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Knowledge & Memory

Published entries filed under “Knowledge & Memory” in MCP, newest first by publication date on this site.

328 entries

  1. 0spoon/seamless

    Local-first shared memory and task coordination for AI coding agents, stored as Markdown files.

    Knowledge & Memory

  2. 0xshellming/mcp-summarizer

    Summarize plain text, web pages, PDF documents, EPUB books and HTML content.

    Knowledge & Memory

  3. 20alexl/claude-engram

    Local persistent memory for Claude Code: tracks mistakes and decisions via hooks, searches session history, detects loops and warns before edits.

    Knowledge & Memory

  4. a2cr/a2cr

    Agent handoffs via client-encrypted WorkBaton checkpoints and WorkStash notes, so work can resume in another client without the full chat history.

    Knowledge & Memory

  5. Abhigyan-Shekhar/Waggle-mcp

    Persistent graph memory that extracts facts from conversations into typed nodes with local embeddings, supporting temporal queries and conflict detection.

    Knowledge & Memory

  6. adelinamart/robrain

    Self-hosted decision memory for coding agents: captures architectural decisions and rejected alternatives, and warns before a rejected approach is re-proposed.

    Knowledge & Memory

  7. afairai/afair

    Self-organizing, self-hostable, encrypted memory for AI tools, with background entity extraction, conflict resolution, consolidation and decay.

    Knowledge & Memory

  8. AgentBase1/mcp-server

    AgentBase: an open registry of agent instruction files.

    Knowledge & Memory

  9. agentcivics/agentcivics

    Decentralized civil registry for AI agents on Sui: soulbound identities, on-chain memories, reputation and refusal records.

    Knowledge & Memory

  10. agentic-mcp-tools/memora

    Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2) and cross-session context management.

    Knowledge & Memory

  11. AgentModule/mcp

    Deterministic, vertical-specific knowledge bases for autonomous agents, including an ethics module mapped to the EU AI Act.

    Knowledge & Memory

  12. ahmetakyurt/zipmem-mcp

    Local long-term memory for terminal coding agents: blueprints, code anchors and distilled lessons in one JSON file, restoring project context across sessions.

    Knowledge & Memory

  13. aidesignblueprint/integrations

    Read-only access to the Agentic AI Blueprint, a reference for agent UX: browse and search principles, implementation examples and application guides.

    Knowledge & Memory

  14. ailenshen/apple-notes-mcp

    Read and write Apple Notes with bidirectional Markdown conversion: SQLite queries for listing and search, AppleScript for full CRUD.

    Knowledge & Memory

  15. AIStorageDepot/aistoragedepot-mcp

    Shared, versioned team library of prompts, rules, skills and docs, searchable by agents, with items exposable as slash commands.

    Knowledge & Memory

  16. AkashGoenka/coldstart

    Codebase memory for coding agents: a deterministic AST index finds task-relevant files, and in-repo Markdown notes flag themselves stale when code changes.

    Knowledge & Memory

  17. AlekseiMarchenko/central-intelligence

    Persistent agent memory to remember, recall, forget and share, with semantic vector search and agent, user and org scoping.

    Knowledge & Memory

  18. alfredoizdev/contextforge-mcp

    Persistent memory for coding assistants with semantic search, Git commit/PR sync, project-based organization and team collaboration.

    Knowledge & Memory

  19. aliasunder/vault-cortex

    Standalone Obsidian vault server: hybrid search, notes and files, memory and tasks; run locally or self-host for remote access.

    Knowledge & Memory

  20. alibaizhanov/mengram

    Agent memory with semantic, episodic and procedural types, a knowledge graph, Claude Code auto-save/recall hooks, smart triggers and multi-user isolation.

    Knowledge & Memory

  21. AliceLJY/recallnest

    Local-first memory for coding agents: hybrid vector/BM25 retrieval with reranking, knowledge graph, session checkpoint/resume and multi-scope isolation.

    Knowledge & Memory

  22. andreas-roennestad/openhive-mcp

    Shared knowledge base where AI agents search and post problem-solution pairs, with semantic search, duplicate detection and auto-scoring.

    Knowledge & Memory

  23. AndreLYL/memkin

    Local-first personal memory that distills Feishu/Lark chats and Claude Code/Codex sessions into a private knowledge graph of people, projects and tasks.

    Knowledge & Memory

  24. AntonioTF5/soul-mcp-server

    Validate and generate SOUL.md agent identity files, a YAML format for an agent's personality, voice, values and behavioral constraints.

    Knowledge & Memory

  25. anuragsync78/subctx-connector

    Support center for autonomous artificial minds.

    Knowledge & Memory

  26. apecloud/ApeRAG

    RAG platform combining Graph RAG, vector search and full-text search for building knowledge graphs and context engineering.

    Knowledge & Memory

  27. arthurpanhku/Arthor-Agent

    Cybersecurity assessment of documents, questionnaires and reports: multi-format parsing, RAG knowledge base, risks, compliance gaps and remediations.

    Knowledge & Memory

  28. ashlesh-t/cognirepo

    Persistent memory and codebase context for coding agents: FAISS vector store, AST symbol index, knowledge graph, episodic journal and cross-agent handoff.

    Knowledge & Memory

  29. AshutoshRaj97/agentready-mcp

    Index any website and ask questions about it, with cited answers grounded in its content via RAG.

    Knowledge & Memory

  30. atakanelik34/Bilinc

    Hosted agent memory with an audit trail: writes carry provenance, contradictions surface as inspectable changes, and bad runs are recovered from snapshots.

    Knowledge & Memory

  31. Auctalis/nocturnusai

    Deterministic reasoning engine for agent context compression: extracts structured facts with logical inference, proof chains and truth maintenance.

    Knowledge & Memory

  32. ayushagrawal288/memex

    Persistent agent memory with semantic search and recency decay, local ONNX embeddings, background summarization and Prometheus/Grafana observability.

    Knowledge & Memory

  33. baodq06/memocall

    Read-only search and recall of past Claude Code sessions, loading any session on demand as compact Markdown with outline, turn-range and in-session search.

    Knowledge & Memory

  34. basemouse/basemouse-core

    Shared, versioned agent memory with sourced answers and full history: search, context packs and document upserts.

    Knowledge & Memory

  35. basicmachines-co/basic-memory

    Local-first AI memory: a semantic knowledge graph of Markdown files that humans and LLMs both read and write, with optional cloud sync and team workspaces.

    Knowledge & Memory

  36. Battam1111/Myco

    Cross-session, cross-project agent memory built on a self-validating filesystem graph derived from ASTs and Markdown links, not embeddings.

    Knowledge & Memory

  37. bborota/cairn-mcp

    Shared base of one-sentence lessons, must-dos and must-nots learned by other agents, organized by stack and situation.

    Knowledge & Memory

  38. Beever-AI/beever-atlas

    Team knowledge base turning Slack, Discord, Teams and Mattermost chats into a knowledge graph and wiki with cited answers, semantic search and expert finding.

    Knowledge & Memory

  39. besslframework-stack/project-tessera

    Local workspace memory: indexes Markdown, CSV and session logs into a vector store with hybrid search, cross-session memory and knowledge graph visualization.

    Knowledge & Memory

  40. BetaBots-LLC/callimachus

    Local hybrid search (SQLite FTS5 and on-device vectors) over coding-agent conversation history from multiple tools, so agents can recall their past work.

    Knowledge & Memory

  41. bh-rat/context-awesome

    Search curated awesome lists and fetch the most relevant resources for your agent.

    Knowledge & Memory

  42. billy12151/memory-arbiter-mcp

    Local memory middleware: targeted retrieval instead of full-memory loading, rule-based conflict arbitration and one SQLite store shared across coding agents.

    Knowledge & Memory

  43. bitatlas-group/bitatlas

    Zero-knowledge cloud drive with client-side AES-256-GCM encryption: upload, download, search and organize files the server never sees in plaintext.

    Knowledge & Memory

  44. bitbonsai/mcp-obsidian

    Safe read/write access to Obsidian vaults: search, batch operations, tag management and frontmatter handling.

    Knowledge & Memory

  45. bluzername/lennys-quotes

    Search Lenny's Podcast transcripts with YouTube timestamps for product management insights on PRDs, strategy and PM careers.

    Knowledge & Memory

  46. cachly-dev/cachly-mcp

    Persistent memory for coding assistants: session briefings on lessons and open tasks, shared team memory, BM25 search and managed Valkey/Redis.

    Knowledge & Memory

  47. caix84476-netizen/personal-understanding

    Verbatim-first personal memory: hashed word-for-word messages, records linked to their source quotes, anti-fabrication validators and an audit dashboard.

    Knowledge & Memory

  48. cameronrye/openzim-mcp

    Search and navigate Wikipedia and other ZIM-format knowledge archives offline, with smart retrieval and caching.

    Knowledge & Memory

  49. carrasquelalex1/hipocampo

    Bilingual (English/Spanish) dual-memory system on PostgreSQL, pgvector and NVIDIA NIM with progressive retrieval, deduplication, checkpoints and auto-repair.

    Knowledge & Memory

  50. catfish-1234/sessionmem

    Local memory for coding assistants: watches sessions and injects a compact summary at the start of each new one, stored in a SQLite file.

    Knowledge & Memory

  51. Cavinooo/claude-find

    Retrieve memory from across your Claude Code sessions on demand.

    Knowledge & Memory

  52. ccf/agentcairn

    Local-first agent memory: a Markdown Obsidian vault as source of truth plus a rebuildable DuckDB index for hybrid BM25, vector and graph recall.

    Knowledge & Memory

  53. cdeust/Cortex

    Neuroscience-inspired memory for Claude Code on PostgreSQL/pgvector: decay, consolidation, a predictive-coding write gate and lifecycle hooks.

    Knowledge & Memory

  54. celiums/celiums-memory

    Cognitive memory engine with knowledge modules, circadian rhythm awareness, emotional state tracking, hybrid PostgreSQL/Qdrant search and per-user isolation.

    Knowledge & Memory

  55. cg3-llc/prior_mcp

    Shared knowledge base where agents exchange proven solutions and failed approaches, so they can skip known dead ends.

    Knowledge & Memory

  56. chatmcp/mcp-server-chatsum

    Query and summarize your chat messages with AI prompts.

    Knowledge & Memory

  57. CheMiguel23/MemoryMesh

    Graph-based memory focused on AI role-play and story generation.

    Knowledge & Memory

  58. ChevalGrand520/local-gpu-imagegen

    Confirmation-gated local GPU image generation with ComfyUI: SHA-256 model identity, explicit license approval, evidence retention and human-in-the-loop runs.

    Knowledge & Memory

  59. ChrisGVE/workspace-qdrant-mcp

    Project-scoped memory for coding assistants: indexes project code and docs into Qdrant with tree-sitter chunking, LSP integration and hybrid search.

    Knowledge & Memory

  60. cipherfoxie/sovereign-mcp

    Search and read the Sovereign AI Blog on self-hosted AI on NVIDIA DGX Spark, and validate SGLang configs for GB10 hardware.

    Knowledge & Memory

  61. CodeAbra/iai-personal-memory-engine

    Local memory daemon with episodic, semantic and procedural tiers, SQLite and hnswlib storage, sleep-cycle consolidation and AES-256-GCM encryption at rest.

    Knowledge & Memory

  62. contextium-io/contextium-mcp-server

    Shared team context for AI tools: serves versioned, permissioned knowledge, coding standards, skills and agents, loading whole workflows in one call.

    Knowledge & Memory

  63. contextstream/mcp-server

    Persistent memory for AI coding tools with semantic code search, knowledge graphs, impact analysis and decision tracking.

    Knowledge & Memory

  64. contradictory-body/cc-sensei

    Explore Claude Code's source as queryable architecture modules: trace cross-cutting concerns, search patterns and read source code locally.

    Knowledge & Memory

  65. conversation-handoff-mcp

    Hand off conversation context between Claude Desktop projects and across MCP clients, stored in memory rather than files.

    Knowledge & Memory

  66. cryptosquanch/legends-mcp

    Chat with AI personas of famous founders and investors such as Elon Musk, Warren Buffett and Steve Jobs, based on their voices, frameworks and principles.

    Knowledge & Memory

  67. ctxfile/ctxfile

    Snapshots a project's working state (files, git, plan, decisions) into one context object so a session can move between agents.

    Knowledge & Memory

  68. dahshanlabs/klypix-mcp

    Versioned project brain for coding agents, committed with the repo: decisions, corrections, evidence anchors that flag code drift and file-overlap warnings.

    Knowledge & Memory

  69. DanceNitra/inspeximus

    Agent memory with a correction channel: supersede or revert stale facts, block restated old values, and prove deletions with signed tombstones.

    Knowledge & Memory

  70. darktw/usecortex-mcp

    Persistent knowledge memory for agents: read context into projects and write discoveries back, organized by topic with AES-256 encryption.

    Knowledge & Memory

  71. dat999zx/knowl

    Persistent local memory for coding agents that retires replaced facts at write time, so agents read the current answer; facts are typed with provenance.

    Knowledge & Memory

  72. davidgut1982/lore-mcp

    Persistent knowledge layer for agents: knowledge base, investigation threads and a journal with multi-agent attribution, on SQLite, PostgreSQL or Supabase.

    Knowledge & Memory

  73. dbwls99706/deadends.dev

    Known dead ends for code errors and country-specific rules (visa, banking, legal): fixes that look right but fail, and workarounds with success rates.

    Knowledge & Memory

  74. dcostenco/prism-mcp

    Local SQLite agent memory with a web dashboard, session rewind/replay, cross-client memory sharing, morning briefings and progressive context loading.

    Knowledge & Memory

  75. decisionnode/DecisionNode

    Record development decisions as structured JSON with Gemini embeddings and search them semantically from a local store shared across AI tools.

    Knowledge & Memory

  76. dengls24/annota

    Annotate papers in Zotero: highlight key findings with semantic color coding, explain formulas and write structured reading notes.

    Knowledge & Memory

  77. Destrayon/Connapse

    Self-hosted knowledge backend for agents with hybrid vector and keyword search and container-isolated indexes.

    Knowledge & Memory

  78. deusXmachina-dev/memorylane

    Desktop app that captures screen activity, stores AI summaries and OCR text locally, and exposes the history via semantic search and a timeline.

    Knowledge & Memory

  79. dfrancislyondflabc-tech/agentic-recall

    Long-term memory over a folder of Markdown files: local hybrid retrieval (BM25F, dense vectors, phrase proximity) that reports when an answer is absent.

    Knowledge & Memory

  80. dl4rce/flaiwheel

    Self-hosted memory and governance for coding agents: structured knowledge capture, hybrid search with reranking, codebase analysis and git-native storage.

    Knowledge & Memory

  81. dnotitia/akb

    Organizational knowledge base: Markdown docs, PostgreSQL tables and files linked by a URI graph, with hybrid search, Git history and multi-tenant ACLs.

    Knowledge & Memory

  82. dockndevai/ossian-mcp

    RAG over your own documents with cited passages, plus durable agent memory ranked by relevance, importance and recency; read-only by default.

    Knowledge & Memory

  83. dodopayments/contextmcp

    Self-hosted documentation indexer that serves docs from various sources to agents with semantic search.

    Knowledge & Memory

  84. DollhouseMCP/mcp-server

    Reusable personas, skills, templates, agents and memory for AI clients, with dynamic permissions, versioning and a public collection of shareable content.

    Knowledge & Memory

  85. DomDemetz/claude-soul

    Learning engine for Claude Code: extracts signals from sessions, runs periodic reflections and promotes or retires behavioral frameworks based on evidence.

    Knowledge & Memory

  86. doobidoo/MCP-Context-Provider

    Static server providing persistent tool-specific context and rules to AI models.

    Knowledge & Memory

  87. doobidoo/mcp-memory-service

    Memory service with semantic search, persistent storage and autonomous memory consolidation.

    Knowledge & Memory

  88. dot-RealityTest/obsidian-codex-mcp

    Local Obsidian vault access working directly on Markdown files without the Obsidian app or plugins, with read-only mode, backup-on-write and path isolation.

    Knowledge & Memory

  89. drexthealpha/Knos

    Local memory shared by all coding agents on a machine, built from sessions, commits, CLAUDE.md/AGENTS.md and ADRs, with claims that lock in-progress work.

    Knowledge & Memory

  90. dshakes/distil

    Reversibly compress large tool outputs into recoverable handles, expand them on demand and track token and cost savings locally.

    Knowledge & Memory

  91. DuhoKim/NebulaMind

    Collaborative astronomy wiki written by AI agents, who can register, read, edit, vote and comment via an open API.

    Knowledge & Memory

  92. edobusy/agenthold

    Shared versioned state store with optimistic concurrency control for coordinating concurrent agents, plus SQLite-backed claim/release locks and an audit log.

    Knowledge & Memory

  93. elvismdev/mem0-mcp-selfhosted

    Self-hosted mem0 for Claude Code: Qdrant vector search, Neo4j knowledge graph, Ollama embeddings and session hooks for automatic cross-session memory.

    Knowledge & Memory

  94. entanglr/zettelkasten-mcp

    Zettelkasten knowledge management: create, link and search atomic notes.

    Knowledge & Memory

  95. epicsagas/alcove

    On-demand BM25 search over private project docs for coding agents, keeping docs out of public repos.

    Knowledge & Memory

  96. ErebusEnigma/context-memory

    Persistent, searchable context storage across Claude Code sessions using SQLite FTS5, with AI session summaries, checkpoint recovery and a web dashboard.

    Knowledge & Memory

  97. evc-team-relay-mcp

    Read and write notes in your Obsidian vault.

    Knowledge & Memory

  98. fabio-rovai/open-ontologies

    Ontology engineering for OWL, RDF and SPARQL: validate, query, diff, lint, version and govern knowledge graphs on an Oxigraph triple store.

    Knowledge & Memory

  99. fenghaochang/LoreRoom

    Encrypted local memory for Claude Code Telegram bots: captures both sides of conversations, with SQLCipher encryption and CJK-friendly full-text search.

    Knowledge & Memory

  100. FilippoPilo/cortex-connector

    Persistent semantic memory for agents with quality-gated writes, typed claims, conflict tracking and coherence scoring.

    Knowledge & Memory

  101. fish827-08/rag-kb

    Local-first agent memory and knowledge base: hybrid dense and BM25 retrieval, document and webpage ingestion and optional RAG answers via local Ollama.

    Knowledge & Memory

  102. Fisher521/burn-mcp-server

    Search, triage and organize bookmarks saved in the Burn 451 read-later app as a knowledge base.

    Knowledge & Memory

  103. forgemeshlabs/library-mcp

    Public-domain book knowledge base paid via x402: full-text search, metadata, chapters, quotes, ask-a-book Q&A and curated subject shelves.

    Knowledge & Memory

  104. g1itchbot8888-del/agent-memory

    Three-layer agent memory (identity, active, archive) with semantic search, graph relationships and conflict detection.

    Knowledge & Memory

  105. gamosoft/NoteDiscovery

    Self-hosted Markdown knowledge base with a web UI: search, read, create, edit, tag and template notes.

    Knowledge & Memory

  106. geondongkim/geond-agent-protocol

    Local-first shared memory and coordination for coding agents on PostgreSQL/pgvector: repository evidence, reservations, handoffs and code graph context.

    Knowledge & Memory

  107. GetCacheOverflow/CacheOverflow

    Knowledge marketplace where agents search, publish and unlock previously solved problems, earning tokens for shared solutions.

    Knowledge & Memory

  108. gingugu/gingugu

    Local SQLite memory for coding assistants: typed memories with confidence lifecycle, namespaces, knowledge graph, hybrid search and keychain credential vault.

    Knowledge & Memory

  109. giskard09/giskard-oasis

    Refocuses an agent that has lost its thread by distilling its original purpose, paid per use via Lightning or Arbitrum.

    Knowledge & Memory

  110. GistPad-MCP

    Manage personal knowledge, daily notes and reusable prompts in GitHub Gists, as a companion to GistPad.

    Knowledge & Memory

  111. giuliohome-org/doc-manager

    Personal document vault on Azure Blob Storage: read, write and search plaintext docs, while client-side AES-256-GCM encrypted docs stay opaque.

    Knowledge & Memory

  112. Goldentrii/AgentRecall

    Persistent cross-session agent memory that surfaces the most relevant past memories using the Intelligent Distance Protocol.

    Knowledge & Memory

  113. gordonkjlee/facthouse

    Local memory engine for AI tools, stored in a SQLite file you own.

    Knowledge & Memory

  114. gpitrella/memxus-remote-mcp

    Shared context for dev teams: syncs GitHub, Notion and saved decisions into reusable project context that agents load at the start of each session.

    Knowledge & Memory

  115. graphlit-mcp-server

    Ingest content from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project, then search and retrieve relevant knowledge.

    Knowledge & Memory

  116. gregario/3dprint-oracle

    3D printing filament knowledge base from SpoolmanDB: search filaments, compare material properties and print settings, and diagnose print issues.

    Knowledge & Memory

  117. gregario/brewers-almanack

    Brewing knowledge: BJCP 2021 beer styles, hop varieties, malts, yeasts, water profiles, off-flavour diagnosis, recipe suggestions and food pairings.

    Knowledge & Memory

  118. gregario/lego-oracle

    LEGO sets, parts, minifigs and inventories from Rebrickable: search and compare sets, find parts by colour, browse themes and discover alternate builds.

    Knowledge & Memory

  119. grooverLab/fable

    Full-text and semantic search over Claude Code transcript history, with exact thread recall and durable remembered facts in local SQLite.

    Knowledge & Memory

  120. hannesrudolph/mcp-ragdocs

    Retrieve and process documentation through vector search to augment responses with relevant documentation context.

    Knowledge & Memory

  121. HatmanStack/ragstack-mcp

    Access RAGStack serverless knowledge bases on AWS: search, chat with AI answers, upload documents and media, scrape websites and analyze metadata.

    Knowledge & Memory

  122. HBarefoot/engram

    Offline persistent agent memory on SQLite with local embeddings, hybrid semantic and full-text recall, secret detection and contradiction handling.

    Knowledge & Memory

  123. hermes-labs-ai/fidelis

    Local-first memory with verbatim recall, querying, health checks and context-sensitive orientation, using LLM-free retrieval by default.

    Knowledge & Memory

  124. hifriendbot/cogmemai-mcp

    Cloud-based persistent memory for Claude Code with semantic search, AI extraction and project scoping.

    Knowledge & Memory

  125. hjqcan/GoodMemory

    Local-first, auditable memory with scoped user/project storage in SQLite or Postgres, read-only recall by default and opt-in reviewed writeback.

    Knowledge & Memory

  126. hoornet/agentdocs-mcp

    Read, create, update, comment on and share AgentDocs Markdown docs, with full-text and semantic search.

    Knowledge & Memory

  127. hubinoretros/deep-thinker

    Reasoning via a DAG thought graph with multiple strategies (dialectic, analogical, abductive and more), stuck detection, confidence scoring and self-critique.

    Knowledge & Memory

  128. hyunjae-labs/lore

    Local semantic search across Claude Code conversations with hybrid vector and keyword search, background indexing and per-project selection.

    Knowledge & Memory

  129. idapixl/algora-mcp-server

    Browse and search open-source bounties on Algora, filter by org, tech or amount, and get top bounties and aggregate stats.

    Knowledge & Memory

  130. IgorGanapolsky/mcp-memory-gateway

    Pre-action gates that prevent coding agents from repeating known mistakes by turning captured feedback and failures into rules enforced via hooks.

    Knowledge & Memory

  131. ihorponom/agentpack

    Repo-native task continuity for coding agents: a reviewed task-state ledger of decisions, dead ends, evidence and checkpoints that later sessions resume from.

    Knowledge & Memory

  132. Ikalus1988/MisakaNet

    Agent failure memory: search verified debugging lessons from real engineering sessions.

    Knowledge & Memory

  133. irisxc4/memoryguard

    Local-first governed shared memory for coding agents with CLI and desktop console: classify, dedupe, supersede, quarantine and roll back memories.

    Knowledge & Memory

  134. jagoff/memo

    Local-first semantic memory: hybrid search, Markdown storage, MLX or CPU embeddings, contradiction detection, time-travel history and cross-machine git sync.

    Knowledge & Memory

  135. jaimenbell/rag-mcp

    Minimal local RAG that vector-searches a document corpus and returns cited passages.

    Knowledge & Memory

  136. JamesANZ/cross-llm-mcp

    Cross-LLM communication and memory sharing so different AI models can collaborate and share context across conversations.

    Knowledge & Memory

  137. JamesANZ/memory-mcp

    Store and retrieve conversation memories from multiple LLMs in MongoDB, with timestamps and LLM identification.

    Knowledge & Memory

  138. japlete/md-vision-mcp

    Read Markdown with inlined images and heading indexes for agentic RAG over local docs or allowed URLs.

    Knowledge & Memory

  139. jayasukuv11-beep/agenthelm

    Shared, versioned memory and governance for AI coding agents, resolving architectural decision conflicts across agents.

    Knowledge & Memory

  140. jcdickinson/simplemem

    Simple memory for coding agents using DuckDB and VoyageAI.

    Knowledge & Memory

  141. jessedu29260-netizen/booboo

    View and query your AI system (agents, memory, knowledge, automations) as a 3D knowledge graph: stats, search, node details, neighbors and pathfinding.

    Knowledge & Memory

  142. JinNing6/Noosphere

    Shared community repository of insights, decisions, warnings and patterns with semantic search, a 3D interactive globe and automated content moderation.

    Knowledge & Memory

  143. JinyangWang27/people-context

    Local-first memory about the people in your life: identity resolution, relationships, facts, interactions, reminders and communication guidance.

    Knowledge & Memory

  144. jinzcdev/markmap-mcp-server

    Convert Markdown into interactive markmap mind maps with PNG/JPG/SVG export and live browser preview.

    Knowledge & Memory

  145. jmpdsevilla/BovedIA

    Personal memory for Claude Code in plain Markdown notes, with a router note that decides what context to load and a layer for thoughts and feelings.

    Knowledge & Memory

  146. junnnnnw00/obsidian-everywhere

    Graph-native Obsidian vault access: search, backlinks, n-hop neighborhoods, paginated reads and safe partial and bulk edits with dry-run and rollback.

    Knowledge & Memory

  147. juyterman1000/entroly

    Context control layer for coding agents: compression, prompt-prefix stabilization for caching, cheaper-model routing, local hallucination checks and memory.

    Knowledge & Memory

  148. kaaustubh/project-memory-mcp

    Persistent memory for coding agents in plain repo files (AGENTS.md, issues.jsonl): captures bugs, fixes, decisions and corrections and recalls them later.

    Knowledge & Memory

  149. kael-bit/engram-rs

    Hierarchical agent memory engine with automatic decay, promotion, semantic deduplication and a self-organizing topic tree.

    Knowledge & Memory

  150. kage-core/Kage

    Git-native memory for coding agents: JSON entries in the repo, verified against cited code so hallucinated citations are rejected and stale memory is withheld.

    Knowledge & Memory

  151. kaliaboi/mcp-zotero

    Work with collections and sources in your Zotero Cloud library.

    Knowledge & Memory

  152. khwanlabs/khwan-mcp

    Memory for coding agents built around corrections: distills your corrections into standing rules for later sessions, with isolated memory per project.

    Knowledge & Memory

  153. knaisoma/data-olympus

    Git-native Markdown knowledge base for coding agents with proposed vs. accepted guidance, validity windows, supersession chains and status-aware retrieval.

    Knowledge & Memory

  154. krimto-labs/krimto

    Team memory for coding agents stored as Markdown in git, with user, team and org access levels and hybrid SQLite/sqlite-vec retrieval.

    Knowledge & Memory

  155. Krzysztof318/MailFathom

    Self-hosted email search: syncs IMAP mailboxes into PostgreSQL to list, search and read mail and ask cited questions across the archive.

    Knowledge & Memory

  156. kskurtveit/echocache

    Cache expensive LLM results with HTTP-style freshness (TTL, stale-while-revalidate) and semantic recall of related past answers.

    Knowledge & Memory

  157. kunickiaj/codemem

    Persistent coding memory across sessions, machines and teammates, with memory search, optional sync, project sharing and automatic capture.

    Knowledge & Memory

  158. kunwar-shah/claudex

    Persistent memory and full-text search over Claude Code conversation history indexed into SQLite, with session summaries and a web UI for exploration.

    Knowledge & Memory

  159. KVANTRA-dev/NOUZ-MCP

    Semantic knowledge graph for Obsidian with graph, classification and hierarchy modes, local embeddings, semantic bridge discovery and drift detection.

    Knowledge & Memory

  160. l33tdawg/sage

    Local institutional memory for agents where BFT consensus among validators approves every memory before it is committed.

    Knowledge & Memory

  161. laradji/deadzone

    Offline semantic search over library documentation using a pre-built, version-pinned vector index fetched and verified on first launch.

    Knowledge & Memory

  162. lbailey94/whitemagic

    Local-first durable memory and session continuity for AI agents, with a hash-chained audit ledger and backup, export and import across devices.

    Knowledge & Memory

  163. leesgit/passbaton

    Local session continuity across Claude Code, Codex CLI and Gemini CLI: context injection on start, compaction handover, memory, tasks and multilingual search.

    Knowledge & Memory

  164. leonardsellem/hypermnesic

    Git-first agent memory: Markdown files are the source of truth, the index is disposable and writes are reviewable commits, with hybrid search and a CLI.

    Knowledge & Memory

  165. lfrmonteiro99/memento-mcp

    Local-first memory for coding agents: stores facts, decisions, patterns and architecture notes in SQLite to reduce repeated context across sessions.

    Knowledge & Memory

  166. Lians-ai/Lians

    Bitemporal agent memory with deterministic fact supersession, point-in-time recall, memory lineage, conflict tracking and tamper-evident audit trails.

    Knowledge & Memory

  167. liftkkkk/owl-mcp

    Work with OWL/TTL/RDF ontologies: SPARQL queries, HermiT/Pellet reasoning and CRUD operations on knowledge graphs.

    Knowledge & Memory

  168. LiLara-AI/shadowgraph

    Local-first decision memory for AI agents: stores choices, rejected alternatives and reasons, failed attempts, outcomes, provenance and review conditions.

    Knowledge & Memory

  169. lildaddyo/braintube-mcp

    Compiles saved YouTube videos, podcasts, articles, PDFs and Notion/Obsidian notes into a persistent, semantically searchable knowledge base.

    Knowledge & Memory

  170. linklore/linklore-mcp

    Structured memory for coding agents: typed lore and doc entries with status and links that agents read and write.

    Knowledge & Memory

  171. linxule/lotus-wisdom-mcp

    Contemplative problem-solving using the Lotus Sutra's framework: multi-perspective reasoning, skillful means, non-dual recognition and meditation pauses.

    Knowledge & Memory

  172. lithtrix/lithtrix-mcp

    Persistent cross-vendor agent memory with credibility-scored web search, browser fetch and a shared Commons pool under one stable key.

    Knowledge & Memory

  173. liza-studio/skillmem

    Self-improving skill memory for coding agents: useful skills are reinforced, unused ones fade; local English/Russian hybrid search, tamper-evident history.

    Knowledge & Memory

  174. lockstep-team-agent/lockstep

    Shared decision memory for teams using AI coding agents: captures engineering decisions, ranks them by blast radius and briefs agents before they act.

    Knowledge & Memory

  175. louis030195/easy-obsidian-mcp

    Create, read, update and search notes in local Obsidian vaults via filesystem access.

    Knowledge & Memory

  176. LuizEduPP/rememb

    Persistent agent memory in local JSON with sectioned entries (project, user, context), semantic search, a CLI and per-project scope.

    Knowledge & Memory

  177. lumayapartners/memini

    Local-first project memory and guardrails for coding agents: records failed attempts, fragile files and decisions per repo and warns before repeated mistakes.

    Knowledge & Memory

  178. lyonzin/knowledge-rag

    Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.

    Knowledge & Memory

  179. Magnemo-AI/magnemo

    Governed local agent memory in plain files: each entry records who wrote it, when and through which gate, and nothing is kept without user approval.

    Knowledge & Memory

  180. majiayu000/remem

    Local-first memory for Claude Code and Codex: hooks capture sessions and an LLM distills them into SQLite, with auditable full-text and embedding recall.

    Knowledge & Memory

  181. MakeaMouse/fish-bridge-mcp

    Compresses AI chat sessions into a compact typed knowledge graph, with optional offline extraction via Ollama.

    Knowledge & Memory

  182. markmhendrickson/neotoma

    Deterministic state layer for agents: versioned entities like contacts, tasks and decisions with immutable observations and provenance, in local SQLite.

    Knowledge & Memory

  183. mattjoyce/mcp-persona-sessions

    Structured, persona-driven sessions for interview preparation, personal reflection and coaching, with timers and performance evaluation.

    Knowledge & Memory

  184. max-ramas/rms-memory-mcp

    Local-first memory for coding agents: hybrid LanceDB/Tantivy search, Markdown and code indexes, per-project vaults and recall that abstains on low confidence.

    Knowledge & Memory

  185. maxkuminov/obsidian-mcp

    Self-hosted Obsidian server: semantic and full-text search on PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD and a self-describing vault guide.

    Knowledge & Memory

  186. mcasdfgf/mcp-roo-memory

    Persistent fractal graph memory for coding agents: semantic search, hot/cold/archive context tiers and decision tracking on Qdrant.

    Knowledge & Memory

  187. memstate-ai/memstate-mcp

    Versioned, structured agent memory storing facts as keypaths with full version history and automatic conflict detection.

    Knowledge & Memory

  188. mercurialsolo/counsel-mcp

    Strategic reasoning, multi-perspective debate analysis and interactive advisory sessions via the Counsel API.

    Knowledge & Memory

  189. michael-denyer/memory-mcp

    Two-tier memory (hot cache and cold semantic search) that promotes frequently used patterns, extracts knowledge from Claude outputs and links it in a graph.

    Knowledge & Memory

  190. michielinksee/linksee-memory

    Local-first cross-agent memory in one SQLite file with a layered structure, Ebbinghaus-style forgetting and detection of code drifting from past decisions.

    Knowledge & Memory

  191. mlorentedev/hive

    On-demand Obsidian vault access: adaptive context loading, full-text and ranked search, health checks, auto git commits and delegation to cheaper models.

    Knowledge & Memory

  192. Mnemosyne-OS/Mnemosyne-Neural-OS

    Human-governed memory in local, domain-separated vaults with hybrid retrieval; also reads other coding agents' output.

    Knowledge & Memory

  193. mnemoverse/mcp-memory-server

    Hosted memory that learns and forgets: feedback re-ranks useful memories, recall fades by recency and similar memories consolidate.

    Knowledge & Memory

  194. mnlt/wellread

    Shared research cache across agents: reuse answers from verified sources, or save new research for the next developer.

    Knowledge & Memory

  195. modelcontextprotocol/server-memory

    Knowledge graph-based persistent memory for maintaining context.

    Knowledge & Memory

  196. MWGMorningwood/Central-Memory-MCP

    Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.

    Knowledge & Memory

  197. MyAgentHubs/aimemo

    Local, dependency-free memory server shipped as a single binary.

    Knowledge & Memory

  198. n24q02m/mnemo-mcp

    Persistent memory with SQLite hybrid search (FTS5 and semantic), built-in Qwen3 embeddings and rclone sync across machines.

    Knowledge & Memory

  199. nazar256/memheaven

    Self-hosted, remotely accessible shared long-term memory for AI agents.

    Knowledge & Memory

  200. ndjordjevic/pinrag

    RAG over PDFs, YouTube videos, GitHub repos and Discord exports: index documents and query them with citations.

    Knowledge & Memory

  201. nfemmanuel/iranti

    Persistent shared memory for coding agents: facts stored as entity/key/value triples with hybrid semantic search, task checkpoints and conflict resolution.

    Knowledge & Memory

  202. ni-c/wikijs-mcp

    Search, read and edit a self-hosted Wiki.js 2.x, including assets, comments, users and groups, with full-text grep, overwrite protection and a read-only mode.

    Knowledge & Memory

  203. nicholasglazer/gnosis-mcp

    Make Markdown documentation searchable: loads it into SQLite or PostgreSQL with keyword search and optional pgvector hybrid semantic search.

    Knowledge & Memory

  204. NicolasPrimeau/artel

    Self-hosted coordination for agent fleets: shared semantic memory, tasks, agent-to-agent messaging, session handoffs and cross-agent knowledge synthesis.

    Knowledge & Memory

  205. nonatofabio/local-faiss-mcp

    Local FAISS vector database for RAG with document ingestion (PDF, TXT, MD, DOCX), semantic search, re-ranking and CLI tools for indexing and querying.

    Knowledge & Memory

  206. NORTHTEKDevs/genome

    Local persistent agent memory without LLM calls: semantic recall over SQLite with bi-temporal fact tracking.

    Knowledge & Memory

  207. nworks3d/THOR-memory-bible-for-AI

    Local memory for coding agents where rules with machine-checkable proofs block matching commands, plus an append-only event log and per-project scoping.

    Knowledge & Memory

  208. Octonove/crbro-memory

    Persistent agent memory in local JSON files: neuron/synapse graph with heat scoring, fact-level search, corrections, secret redaction and team sharing via Git.

    Knowledge & Memory

  209. ohad6k/emulo

    Loads a personal profile mined from your local Claude Code, Codex and OpenCode logs so agents work the way you do.

    Knowledge & Memory

  210. olgasafonova/mediawiki-mcp-server

    Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis) to search, read and edit pages, analyze links, view revision history and convert to Markdown.

    Knowledge & Memory

  211. omega-memory/omega-memory

    Local-first persistent memory for coding agents with semantic search, auto-capture, cross-session learning and intelligent forgetting.

    Knowledge & Memory

  212. ontorata/ratary

    Persistent coding memory for AI assistants with hybrid search, a knowledge graph and token-efficient context, self-hostable on D1, Postgres, MariaDB or Docker.

    Knowledge & Memory

  213. oomkapwn/enquire-mcp

    Long-term agent memory backed by a local Obsidian vault: hybrid retrieval with reranking, agentic RAG, wikilink community detection, Obsidian Bases and PDF OCR.

    Knowledge & Memory

  214. paladini/mcp-me

    Digital identity for AI tools: your bio, career, skills and projects in local YAML profiles, auto-generated from public APIs such as GitHub, Medium and Strava.

    Knowledge & Memory

  215. pallaprolus/mendeley-mcp

    Search your Mendeley library, browse folders, get document metadata, search the global catalog and add papers to your collection.

    Knowledge & Memory

  216. Pantheon-Security/notebooklm-mcp-secure

    Security-hardened Google NotebookLM access: session-based conversations, notebook library management and source-grounded answers, with post-quantum encryption.

    Knowledge & Memory

  217. Patdolitse/piia-engram

    Persistent user identity across AI tools: preferences, lessons and decisions in local JSON with staged verification, AES-256-GCM encryption and cross-tool sync.

    Knowledge & Memory

  218. pathrule/mcp

    Path-scoped team memories, rules and skills for coding agents from Pathrule workspaces.

    Knowledge & Memory

  219. paultaki/ailooplibrary-mcp

    Read-only AI Loop Library catalog of bounded agent work loops: pick one for a goal and render a run protocol with verification, stop conditions and budgets.

    Knowledge & Memory

  220. pavelpilyak/devrecall

    Local-first index of your commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads and calendar events to search and cite past work.

    Knowledge & Memory

  221. penfieldlabs/penfield-mcp

    Penfield: persistent memory with hybrid BM25/vector/graph search, typed graph relations, context checkpoints, artifact storage and a personality system.

    Knowledge & Memory

  222. pi22by7/In-Memoria

    Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.

    Knowledge & Memory

  223. Piccolo123/url-manager-mcp

    Bookmark and knowledge manager where agents save web pages and auto-categorize them into collections with search, tags and shared folders.

    Knowledge & Memory

  224. pinecone-io/assistant-mcp

    Connect to your Pinecone Assistant and retrieve context from its knowledge engine.

    Knowledge & Memory

  225. pipeshub-ai/mcp-server

    Permission-aware enterprise search and RAG over business apps such as Google Workspace, Microsoft 365, Slack and Jira.

    Knowledge & Memory

  226. pjpoulose/PIL

    Turns your Instagram saved posts into a local, searchable knowledge base, with AI-extracted summaries, key points, how-tos, links and tags in SQLite.

    Knowledge & Memory

  227. pomazanbohdan/memory-mcp-1file

    Persistent semantic and graph-based agent memory in a single self-contained binary with embedded database and models.

    Knowledge & Memory

  228. ProfessionalWiki/MediaWiki-MCP-Server

    Read, search and edit any MediaWiki wiki, including Wikipedia and Fandom, with multi-wiki support and Semantic MediaWiki, Cargo, Wikibase and NeoWiki queries.

    Knowledge & Memory

  229. ragieai/mcp-server

    Retrieve context from your Ragie knowledge base, connected to sources like Google Drive, Notion and Jira.

    Knowledge & Memory

  230. Rarefied-Earth/groundwork

    Company state for operating small businesses: brand, voice, charter, priorities, modules and skills.

    Knowledge & Memory

  231. ravi-labs/mindmap-mcp-server

    Local-first memory and context handoff across AI tools, with graceful decay, a persona layer and a portable memory passport.

    Knowledge & Memory

  232. redleaves/context-keeper

    LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking.

    Knowledge & Memory

  233. remembra-ai/remembra

    Self-hosted persistent agent memory with entity resolution, PII detection, AES-256-GCM encryption at rest and hybrid search.

    Knowledge & Memory

  234. renezander030/agentic-task-system

    Turns your task manager into agent memory with hybrid retrieval over TickTick or an Obsidian vault, without a separate vector database.

    Knowledge & Memory

  235. riponcm/projectmem

    Local-first memory for coding agents: records issues, failed attempts, fixes and decisions, re-injects them and warns at git commit before a repeated mistake.

    Knowledge & Memory

  236. roampal-ai/roampal-core

    Outcome-based persistent memory for Claude Code and OpenCode: memories that help get promoted, misleading ones get demoted.

    Knowledge & Memory

  237. robotel-limited/robo-cortex

    Git-aware memory store for coding agents: memories anchored to git blob hashes are flagged for review when the linked code changes.

    Knowledge & Memory

  238. roomi-fields/notebooklm-mcp

    Automate Google NotebookLM: Q&A with citations, audio podcasts, video, content generation, source management and notebook library.

    Knowledge & Memory

  239. rps321321/obsidian-mcp-pro

    Obsidian vault access: full-text search, note CRUD, frontmatter queries, tags, backlinks, graph traversal, orphan and broken link detection, and canvas support.

    Knowledge & Memory

  240. rushikeshmore/CodeCortex

    Persistent codebase knowledge for coding agents: symbols, dependency graphs, co-change patterns and architectural decisions extracted with tree-sitter.

    Knowledge & Memory

  241. rwnalds/engram

    Git-backed, Obsidian-compatible Markdown second brain for agents: search ranks live notes above superseded ones, with per-agent tokens and a git audit trail.

    Knowledge & Memory

  242. s60yucca/mnemos

    Persistent memory for coding agents storing architecture decisions, bug root causes and conventions, with full-text search and token-budgeted context assembly.

    Knowledge & Memory

  243. sachitrafa/YourMemory

    Persistent agent memory with Ebbinghaus-style decay, hybrid BM25/vector retrieval, entity graph for multi-hop reasoning, auto-pruning and a browser dashboard.

    Knowledge & Memory

  244. SagaPeak/artifacta-mcp

    Artifact store for agent outputs: persist, retrieve and share them across runs and sessions, with content-hash dedup and expiring share links.

    Knowledge & Memory

  245. SAIHM-Admin/saihm-mcp

    Encrypted persistent agent memory anchored on COTI V2 mainnet: remember, recall, share, and forget with GDPR Article 17 erasure.

    Knowledge & Memory

  246. SAIHM-Admin/saihm-mcp-server-pro

    Client-side encrypted agent memory where the server only sees ciphertext, with post-quantum identity and sharing and crypto-shredding for GDPR erasure.

    Knowledge & Memory

  247. samvallad33/vestige

    Local-first cognitive agent memory with FSRS-6 scheduling, smart ingest, SQLite storage, portable sync, an embedded dashboard and optional hooks.

    Knowledge & Memory

  248. SaravananJaichandar/world-model-mcp

    Temporal codebase knowledge graph that links test failures to code changes, learns co-edit patterns, predicts regression risk and enforces edit constraints.

    Knowledge & Memory

  249. Schubeler-Consulting/knowmind

    Agent memory and knowledge graph hosted in Germany: hybrid BM25, vector and Neo4j graph recall with reranking, typed relations and a bi-temporal store.

    Knowledge & Memory

  250. seanmarkwei/agentram-mcp

    Key-value agent memory over an HTTP API without embeddings: store, retrieve, search and share memory across agents with shared namespaces and TTLs.

    Knowledge & Memory

  251. seanmeverett/shared-memory-mcp

    Public, source-linked notebook for AI agents: search and read entries, and publish findings, questions and corrections with permanent IDs and linked replies.

    Knowledge & Memory

  252. SecurityRonin/alaya

    Neuroscience-inspired local agent memory that stores episodes, consolidates knowledge over time and builds a personal knowledge graph with semantic recall.

    Knowledge & Memory

  253. SecurityRonin/docx-mcp

    Read and edit Word (.docx) documents with tracked changes, threaded comments, footnotes, OOXML-level validation and document auditing.

    Knowledge & Memory

  254. Semiotronika/LINZA-MCP

    Review-gated sidecar for Markdown workspaces: indexes notes into SQLite and proposes links, domains and memory with evidence, editing files only after review.

    Knowledge & Memory

  255. setheerwagen/mcp-modelmanager

    Manage a local model machine: pull and remove Ollama models, switch the inference service between models and run LoRA fine-tuning jobs.

    Knowledge & Memory

  256. sgx-labs/statelessagent

    Local agent memory with provenance tracking that detects when sources change, plus session handoffs, decision records, semantic search and a knowledge graph.

    Knowledge & Memory

  257. sheawinkler/ContextLattice

    Private-by-default memory and context layer for agents with staged retrieval across fused data backends and long-horizon context continuity.

    Knowledge & Memory

  258. shinpr/mcp-local-rag

    Local document search: semantic search over PDF, DOCX, TXT and Markdown files with LanceDB vector storage and local embeddings.

    Knowledge & Memory

  259. ShipItAndPray/mcp-memory

    SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.

    Knowledge & Memory

  260. Shweta-Mishra-ai/tokenmizer

    Session memory via a local OpenAI-compatible proxy that extracts tasks, decisions and files into a knowledge graph and checkpoints before context overflow.

    Knowledge & Memory

  261. skill-seekers/Skill_Seekers

    Turn docs, GitHub repos, PDFs, videos, Confluence, Notion and Slack/Discord into AI skills and RAG knowledge, exportable to vector databases like Qdrant.

    Knowledge & Memory

  262. Skitchy/rekindle

    Session continuity: start-of-session reports with gap detection and scoring, structured end-of-session capture and BM25 memory search, stored in local SQLite.

    Knowledge & Memory

  263. Smart-AI-Memory/empathy-framework

    Five-level AI collaboration system with persistent local-first memory via MemDocs and anticipatory capabilities.

    Knowledge & Memory

  264. smith-and-web/obsidian-mcp-server

    Remote Obsidian vault management over SSE: notes, directories, frontmatter, tags, search and link operations, deployable with Docker.

    Knowledge & Memory

  265. soluai-spa/solucortex-mcp

    Technical memory for AI agents: recall a project's approved decisions, conventions and risks at task start and record lessons at the end.

    Knowledge & Memory

  266. soolaugust/0CompactMem

    Persistent multi-agent memory with OS-style demand paging, eviction and pinning, BM25 retrieval, importance scoring and capacity-aware reclaim.

    Knowledge & Memory

  267. stevepridemore/graph-memory

    Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local embeddings.

    Knowledge & Memory

  268. STiFLeR7/memex

    Watches git repos and builds a temporal knowledge graph of modules, symbols, decisions and open problems via Graphiti and Neo4j, served to AI coding agents.

    Knowledge & Memory

  269. SubDownload/subdownload-mcp

    YouTube knowledge base: summarize videos, fetch transcripts (even without captions), search channels and playlists, and save results for cross-session recall.

    Knowledge & Memory

  270. SVerITG/Metis

    Private local research second brain: project-aware memory, cited answers from your library, linked notes and meetings, daily briefs and a meeting assistant.

    Knowledge & Memory

  271. syndicalt/zaxy

    Event-sourced agent memory on a hash-chained log with an embedded Kuzu temporal knowledge graph, salience-based forgetting and review-gated consolidation.

    Knowledge & Memory

  272. teampolarity/cosmos-mcp

    Portable personal knowledge graph shared across AI clients, with sources like iMessage, browser history, calendar, shell history, Notion and Obsidian.

    Knowledge & Memory

  273. TeamSafeAI/LIFE

    Persistent identity for AI agents: servers for drives, relationships, semantic memory with decay, working threads, learned patterns, journaling and forecasting.

    Knowledge & Memory

  274. TechDocsStudio/biel-mcp

    Answer questions from your product documentation using Biel.ai's RAG system.

    Knowledge & Memory

  275. teflon07/memkeeper

    Local-first memory for AI agents in one SQLite file: hybrid BM25 and on-device embedding search with reranking, abstaining instead of returning wrong memories.

    Knowledge & Memory

  276. TeleAI-UAGI/telemem

    Mem0-compatible long-term and multimodal agent memory: character-isolated profiles, semantic deduplication, optional local stack and video memory with QA.

    Knowledge & Memory

  277. tenequm/pond

    Lossless archive and search for AI agent sessions across clients.

    Knowledge & Memory

  278. teolex2020/AuraSDK

    Persistent, encrypted cognitive memory that works offline.

    Knowledge & Memory

  279. Terobyte/librarian-cli

    Ebook-to-Markdown pipeline (FB2, EPUB, DOCX, HTML, PDF) with full-text search and read-only tools to browse, read chapters and verify quotes offline.

    Knowledge & Memory

  280. The-40-Thieves/obsidian-tc

    Obsidian vault access with role-based access control, native search, multi-vault support, pluggable embeddings and SLSA provenance.

    Knowledge & Memory

  281. TheGoatPsy/mneme

    Vault-native, accountable memory for Claude Code: Markdown is the source of truth, with no LLM on the Stop path and redaction before any derived store.

    Knowledge & Memory

  282. TheStack-ai/waypath

    Local-first memory CLI for coding agents: SQLite-backed context, graph-aware recall via FTS5 and RRF, and governed memory with promote and review gates.

    Knowledge & Memory

  283. Thezenmonster/agentmem

    Governed memory for coding agents with trust lifecycle (hypothesis, active, validated, deprecated), conflict detection, staleness tracking and health scoring.

    Knowledge & Memory

  284. thomasjumper/agentbay

    StremAI shared memory for coding agents across sessions, machines and tools, with per-agent attribution, provenance, verification status and export.

    Knowledge & Memory

  285. threadctx-dev/threadctx-mcp

    Local-first shared team memory for coding agents: decisions, fixes and gotchas persist per repo and are shared across teammates' agents.

    Knowledge & Memory

  286. timmx7/acheron-mcp-server

    Persistent memory shared across Claude Chat, Code and Cowork, stored in local SQLite with full-text search.

    Knowledge & Memory

  287. timowhite88/farnsworth-syntek

    Seven-layer recursive agent memory with context branching, holographic recall, dream consolidation and on-chain persistence.

    Knowledge & Memory

  288. tomohiro-owada/devrag

    Local RAG for semantic vector search over Markdown documents with sqlite-vec and multilingual-e5-small embeddings, filterable by directory and filename.

    Knowledge & Memory

  289. topoteretes/cognee

    Memory manager for AI apps and agents using graph and vector stores, with ingestion from many data sources.

    Knowledge & Memory

  290. topskychen/tilde

    Portable, privacy-first AI identity: a home directory for your agents with profile management, skills, resume import and team sync.

    Knowledge & Memory

  291. tribal-memory/tribal

    Self-hosted semantic memory for an engineering team's tribal knowledge: the decisions and reasoning behind the code, queryable by the team and its agents.

    Knowledge & Memory

  292. tstockham96/engram

    Agent memory with semantic recall, automatic consolidation, contradiction detection and a bi-temporal knowledge graph.

    Knowledge & Memory

  293. TT-Wang/cortex-plugin

    Claude Code memory plugin that mines past sessions for decisions, conventions and bug fixes, stores them in an Obsidian vault and briefs new sessions.

    Knowledge & Memory

  294. tverney/mcp-agent-memory

    Filesystem-based persistent agent memory: agents read, write and search memory while a background daemon handles consolidation and extraction.

    Knowledge & Memory

  295. TyKolt/kremis

    Local deterministic knowledge graph on redb with no LLM or embedding calls, BLAKE3 state hashing and canonical export for byte-identical audits.

    Knowledge & Memory

  296. udjin-labs/mnemostack

    Self-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion.

    Knowledge & Memory

  297. unibaseio/membase-mcp

    Save and query agent memory in a distributed way with Membase.

    Knowledge & Memory

  298. uniskela/adhd-hub

    Self-hosted project-continuity hub for coding agents: tracks unfinished work, progress, overlap and reminders across clients.

    Knowledge & Memory

  299. upstash/context7

    Up-to-date code documentation for LLMs and AI code editors.

    Knowledge & Memory

  300. varun29ankuS/shodh-memory

    Cognitive agent memory with Hebbian learning, a three-tier architecture and knowledge graphs, running offline on edge devices.

    Knowledge & Memory

  301. Vasilispapg/claude-handoff

    Claude Code session handoffs: turns any transcript, even crashed ones, into a handoff file and distills project history into a cited memory brief.

    Knowledge & Memory

  302. vbcherepanov/total-agent-memory

    Local memory for coding agents: temporal knowledge graph with fact invalidation, procedural and episodic memory, AST codebase ingest and cross-project analogy.

    Knowledge & Memory

  303. vectorize-io/hindsight

    Hindsight: long-term memory for AI agents modeled on human memory.

    Knowledge & Memory

  304. vishalbanwari26/mnemos

    Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, duplicate merging and stale-fact archiving.

    Knowledge & Memory

  305. vishnu-77/openreflex

    Local execution memory for coding agents: injects what worked and known fixes before similar tasks and advises whether to continue, pivot or stop.

    Knowledge & Memory

  306. VonderVuflya/Yggdrasil

    Local-first memory for AI coding agents on SQLite/FTS5, curated and semantically de-duplicated, with data stored as plain rows you own.

    Knowledge & Memory

  307. vornicx/Midas

    Local-first long-horizon agent memory: source-traceable recall, belief revision, selective forgetting and a guard against memory-driven destructive actions.

    Knowledge & Memory

  308. vshulcz/deja-vu

    Local memory over session histories from Claude Code, Codex CLI and opencode: lexical search, session-start auto-recall, secret redaction and SSH sync.

    Knowledge & Memory

  309. whynowlab/jarvis-orb

    Four-tier memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking and a desktop visualization orb.

    Knowledge & Memory

  310. wnbhr/being

    Personality runtime for agents: persistent memory, identity (SOUL) and relationships that carry across AI clients.

    Knowledge & Memory

  311. writerslogic/scrivener-mcp

    Work with Scrivener 3 writing projects: document management, writing analysis, semantic search, character and plot memory, and content enhancement.

    Knowledge & Memory

  312. Wuesteon/lean-memory

    Embedded local agent memory in one SQLite file per namespace: hybrid retrieval, append-only history queryable at any past time and human-reviewed maintenance.

    Knowledge & Memory

  313. Wynelson94/longhand

    Persistent local memory for Claude Code: indexes all sessions verbatim into SQLite and ChromaDB for semantic recall across your history, with no API calls.

    Knowledge & Memory

  314. xChuCx/agent-memory

    Git-native project memory for coding agents: Markdown in your repo, reviewable staged updates, secret/PII-safe and branch-aware, without cloud or vector DB.

    Knowledge & Memory

  315. XJTLUmedia/Context-First-MCP

    Session memory with tiered storage, context health monitoring, reasoning quality checks and truthfulness verification.

    Knowledge & Memory

  316. XuebinMa/AIWiki

    Search and read AiWiki, a bilingual English/Chinese encyclopedia of AI-coding pitfalls and LLM privacy protection, with cited evidence.

    Knowledge & Memory

  317. yamantaka520/Agent-Memory-OS

    Local-first memory for AI agent teams: private, team and project access control, associative recall and federated sync with revocation, plus a web console.

    Knowledge & Memory

  318. yaminbkk/NexusMem

    Correlates failed shell commands and their exit codes with whatever later fixed them, alongside git diffs and docs, stored locally in SQLite.

    Knowledge & Memory

  319. yonro/memory-os-cli

    XMemo: user-owned agent memory to save, search, recall and manage scoped memories across AI tools.

    Knowledge & Memory

  320. yubinkim444/repo-memory

    Shared, git-tracked memory for AI agents on the same codebase: facts, decisions and gotchas stored in a committed repo directory and synced via git.

    Knowledge & Memory

  321. yuelinghuashu/story-cli

    Git-native Markdown content CLI: search, read, write and govern story, paper and note repos, generate READMEs, export EPUB and prepare training data.

    Knowledge & Memory

  322. zcag/tela

    Self-hostable Markdown team wiki that agents can search, read and write, plus Atlas, which generates a cited wiki from git repos and Jira.

    Knowledge & Memory

  323. ZengLiangYi/ChatCrystal

    Local-first memory for AI coding conversations: imports chats from coding assistants into notes with semantic search, tag graphs and Markdown export.

    Knowledge & Memory

  324. zensation-ai/zenbrain

    Seven-layer local agent memory that routes input into facts, episodes or procedures, searches all layers and consolidates repeated episodes into facts.

    Knowledge & Memory

  325. zsxh1990/pr-genius

    Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution strategy.

    Knowledge & Memory

  326. zuneracodes/localkeep

    Local-first chronological memory: write dated, editable memory banks in a local UI, and Claude recalls them on demand via SQLite FTS5.

    Knowledge & Memory

  327. zzallirog/weighted-compact

    Inspectable memory for Claude Code: read-only search and session compaction over a local, signal-scored parse of its project logs, with no outbound calls.

    Knowledge & Memory

  328. zzhang82/Agent-Memory-Bridge

    Local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas and domain knowledge.

    Knowledge & Memory