Browse agents
5764 agents, ranked by overall quality.
#4101
omega-memory/omega-memory
Local-first persistent memory for coding agents with semantic search, auto-capture, cross-session learning and intelligent forgetting.
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#4102
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.
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#4103
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.
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#4104
AgentBase1/mcp-server
AgentBase: an open registry of agent instruction files. Search and retrieve system prompts, skills, workflows, domain packs and safety filters.
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#4105
pallaprolus/mendeley-mcp
Search your Mendeley library, browse folders, get document metadata, search the global catalog and add papers to your collection.
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#4106
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.
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#4107
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.
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#4108
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.
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#4109
Pantheon-Security/notebooklm-mcp-secure
Security-hardened Google NotebookLM access: session-based conversations, notebook library management and source-grounded answers, with post-quantum encryption.
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#4110
pathrule/mcp
Path-scoped team memories, rules and skills for coding agents from Pathrule workspaces.
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#4111
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.
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#4112
pi22by7/In-Memoria
Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
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#4113
penfieldlabs/penfield-mcp
Penfield: persistent memory with hybrid BM25/vector/graph search, typed graph relations, context checkpoints, artifact storage and a personality system.
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#4114
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.
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#4115
pinecone-io/assistant-mcp
Connect to your Pinecone Assistant and retrieve context from its knowledge engine.
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#4116
pipeshub-ai/mcp-server
Permission-aware enterprise search and RAG over business apps such as Google Workspace, Microsoft 365, Slack and Jira.
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#4117
pomazanbohdan/memory-mcp-1file
Persistent semantic and graph-based agent memory in a single self-contained binary with embedded database and models.
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#4118
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.
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#4119
Rarefied-Earth/groundwork
Company state for operating small businesses: brand, voice, charter, priorities, modules and skills.
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#4120
ragieai/mcp-server
Retrieve context from your Ragie knowledge base, connected to sources like Google Drive, Notion and Jira.
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#4121
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.
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#4122
remembra-ai/remembra
Self-hosted persistent agent memory with entity resolution, PII detection, AES-256-GCM encryption at rest and hybrid search.
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#4123
redleaves/context-keeper
LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking.
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#4124
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.
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#4125
roampal-ai/roampal-core
Outcome-based persistent memory for Claude Code and OpenCode: memories that help get promoted, misleading ones get demoted.
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#4126
roomi-fields/notebooklm-mcp
Automate Google NotebookLM: Q&A with citations, audio podcasts, video, content generation, source management and notebook library.
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#4127
rushikeshmore/CodeCortex
Persistent codebase knowledge for coding agents: symbols, dependency graphs, co-change patterns and architectural decisions extracted with tree-sitter.
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#4128
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.
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#4129
s60yucca/mnemos
Persistent memory for coding agents storing architecture decisions, bug root causes and conventions, with full-text search and token-budgeted context assembly.
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#4130
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.
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#4131
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.
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#4132
SAIHM-Admin/saihm-mcp
Encrypted persistent agent memory anchored on COTI V2 mainnet: remember, recall, share, and forget with GDPR Article 17 erasure.
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#4133
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.
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#4134
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.
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#4135
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.
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#4136
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.
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#4137
SecurityRonin/alaya
Neuroscience-inspired local agent memory that stores episodes, consolidates knowledge over time and builds a personal knowledge graph with semantic recall.
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#4138
SecurityRonin/docx-mcp
Read and edit Word (.docx) documents with tracked changes, threaded comments, footnotes, OOXML-level validation and document auditing.
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#4139
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.
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#4140
sheawinkler/ContextLattice
Private-by-default memory and context layer for agents with staged retrieval across fused data backends and long-horizon context continuity.
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#4141
writerslogic/scrivener-mcp
Work with Scrivener 3 writing projects: document management, writing analysis, semantic search, character and plot memory, and content enhancement.
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#4142
shinpr/mcp-local-rag
Local document search: semantic search over PDF, DOCX, TXT and Markdown files with LanceDB vector storage and local embeddings.
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#4143
ShipItAndPray/mcp-memory
SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.
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#4144
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.
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#4145
l33tdawg/sage
Local institutional memory for agents where BFT consensus among validators approves every memory before it is committed.
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#4146
laradji/deadzone
Offline semantic search over library documentation using a pre-built, version-pinned vector index fetched and verified on first launch.
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#4147
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.
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#4148
Smart-AI-Memory/empathy-framework
Five-level AI collaboration system with persistent local-first memory via MemDocs and anticipatory capabilities.
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#4149
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.
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#4150
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.
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#4151
smith-and-web/obsidian-mcp-server
Remote Obsidian vault management over SSE: notes, directories, frontmatter, tags, search and link operations, deployable with Docker.
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#4152
stevepridemore/graph-memory
Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local embeddings.
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#4153
SubDownload/subdownload-mcp
YouTube knowledge base: summarize videos, fetch transcripts (even without captions), search channels and playlists, and save results for cross-session recall.
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#4154
TechDocsStudio/biel-mcp
Answer questions from your product documentation using Biel.ai's RAG system.
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#4155
The-40-Thieves/obsidian-tc
Obsidian vault access with role-based access control, native search, multi-vault support, pluggable embeddings and SLSA provenance.
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#4156
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.
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#4157
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.
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#4158
topoteretes/cognee
Memory manager for AI apps and agents using graph and vector stores, with ingestion from many data sources.
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#4159
timowhite88/farnsworth-syntek
Seven-layer recursive agent memory with context branching, holographic recall, dream consolidation and on-chain persistence.
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#4160
topskychen/tilde
Portable, privacy-first AI identity: a home directory for your agents with profile management, skills, resume import and team sync.
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#4161
tstockham96/engram
Agent memory with semantic recall, automatic consolidation, contradiction detection and a bi-temporal knowledge graph.
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#4162
teampolarity/cosmos-mcp
Portable personal knowledge graph shared across AI clients, with sources like iMessage, browser history, calendar, shell history, Notion and Obsidian.
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#4163
TeamSafeAI/LIFE
Persistent identity for AI agents: servers for drives, relationships, semantic memory with decay, working threads, learned patterns, journaling and forecasting.
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#4164
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.
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#4165
TyKolt/kremis
Local deterministic knowledge graph on redb with no LLM or embedding calls, BLAKE3 state hashing and canonical export for byte-identical audits.
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#4166
unibaseio/membase-mcp
Save and query agent memory in a distributed way with Membase.
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#4167
varun29ankuS/shodh-memory
Cognitive agent memory with Hebbian learning, a three-tier architecture and knowledge graphs, running offline on edge devices.
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#4168
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.
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#4169
samvallad33/vestige
Local-first cognitive agent memory with FSRS-6 scheduling, smart ingest, SQLite storage, portable sync, an embedded dashboard and optional hooks.
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#4170
vectorize-io/hindsight
Hindsight: long-term memory for AI agents modeled on human memory.
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#4171
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.
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#4172
vornicx/Midas
Local-first long-horizon agent memory: source-traceable recall, belief revision, selective forgetting and a guard against memory-driven destructive actions.
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#4173
Abhigyan-Shekhar/Waggle-mcp
Persistent graph memory that extracts facts from conversations into typed nodes with local embeddings, supporting temporal queries and conflict detection.
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#4174
whynowlab/jarvis-orb
Four-tier memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking and a desktop visualization orb.
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#4175
wnbhr/being
Personality runtime for agents: persistent memory, identity (SOUL) and relationships that carry across AI clients.
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#4176
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.
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#4177
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.
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#4178
zzhang82/Agent-Memory-Bridge
Local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas and domain knowledge.
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#4179
teolex2020/AuraSDK
Persistent, encrypted cognitive memory that works offline.
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#4180
arthurpanhku/Arthor-Agent
Cybersecurity assessment of documents, questionnaires and reports: multi-format parsing, RAG knowledge base, risks, compliance gaps and remediations.
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#4181
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.
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#4182
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.
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#4183
agentcivics/agentcivics
Decentralized civil registry for AI agents on Sui: soulbound identities, on-chain memories, reputation and refusal records.
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#4184
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.
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#4185
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.
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#4186
XuebinMa/AIWiki
Search and read AiWiki, a bilingual English/Chinese encyclopedia of AI-coding pitfalls and LLM privacy protection, with cited evidence.
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#4187
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.
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#4188
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.
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#4189
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.
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#4190
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.
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#4191
mnemoverse/mcp-memory-server
Hosted memory that learns and forgets: feedback re-ranks useful memories, recall fades by recency and similar memories consolidate.
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#4192
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.
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#4193
zuneracodes/localkeep
Local-first chronological memory: write dated, editable memory banks in a local UI, and Claude recalls them on demand via SQLite FTS5.
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#4194
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.
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#4195
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.
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#4196
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.
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#4197
ohad6k/emulo
Loads a personal profile mined from your local Claude Code, Codex and OpenCode logs so agents work the way you do.
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#4198
ctxfile/ctxfile
Snapshots a project's working state (files, git, plan, decisions) into one context object so a session can move between agents. Local and read-only.
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#4199
atakanelik34/Bilinc
Hosted agent memory with an audit trail: writes carry provenance, contradictions surface as inspectable changes, and bad runs are recovered from snapshots.
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#4200
yaminbkk/NexusMem
Correlates failed shell commands and their exit codes with whatever later fixed them, alongside git diffs and docs, stored locally in SQLite.
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