all tools / memory
As of the latest check, Glimind tracks 200 memory AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| recall dev.ctxfile/ctxfile | unknown | Retrieves a value from encrypted cross-session memory by key (Pro feature). | alternatives |
| agent_clear_session io.github.sairam0424/trelix | unknown | Delete a persisted agent session and all its turn history | alternatives |
| remember dev.ctxfile/ctxfile | unknown | Stores a key-value pair in encrypted cross-session memory (Pro feature). | alternatives |
| memory_* sznt2010/agentresources-mcp | unknown | remember / recall / forget / improve against the AR memory loop. | alternatives |
| memory_search humaux-memory-mcp | unknown | Recall the right memory (dense + sparse + rerank) | alternatives |
| delete_memory io.github.sachitrafa/cognitive-ai-memory | unknown | Delete a specific memory by its ID. | alternatives |
| memory_recall 1421906110/cognimem | unknown | 记忆操作：召回记忆 | alternatives |
| search_memory phillypmack/aura-agent | unknown | Search memories by query. $0.002 | alternatives |
| memory_write_warm seed-drill/Cordelia Proxy | unknown | Create/update entities, sessions, or learnings | alternatives |
| delete_memory 1101AlexZab1011/project-memory-mcp | unknown | Delete after exact-id confirmation; removes dangling references. | alternatives |
| forget dev.ctxfile/ctxfile | unknown | Deletes a key from encrypted cross-session memory (Pro feature). | alternatives |
| memory_session_brief io.github.romainsantoli-web/memory-os-ai | unknown | Full memory briefing for session start | alternatives |
| memory_search io.github.vnbochkarev-netizen/vibo-memory | unknown | Find relevant facts (returns token savings) | alternatives |
| zipmem_checkpoint ahmetakyurt/zipmem-mcp | unknown | Stages progress into a crash-safe buffer (session.json) without touching persistent memory. | alternatives |
| memory_write wolfcao/muninn-local-mcp | unknown | Store a project-scoped memory | alternatives |
| csr_search_episodes claude-self-reflect | unknown | Search across structured episode summaries | alternatives |
| search_memory kbarbel640-del/trinitas-mcp | unknown | substring search within a session | alternatives |
| list_memory phillypmack/aura-agent | unknown | List all memory keys. $0.0005 | alternatives |
| update_memory 1101AlexZab1011/project-memory-mcp | unknown | Deep-merge a patch into a memory; same sync + validation. | alternatives |
| read_memory gregoire-renaldo/Dev Context Memory MCP | unknown | Read a memory section | alternatives |
| write_memory gregoire-renaldo/Dev Context Memory MCP | unknown | Overwrite a memory section (use with care) | alternatives |
| mem_context thoth-mem | unknown | Recover a bounded project or session briefing | alternatives |
| recall phillypmack/aura-agent | unknown | Retrieve a specific memory by key. $0.0005 | alternatives |
| memory_search chul0061/Mono Memory MCP | unknown | Keyword search across observations and project contexts. | alternatives |
| memory_search @ambicuity/kindx | unknown | Search stored agent memories by text or semantic similarity. | alternatives |
| search_memory mocky70025/claude-bridge | unknown | Search shared memories. | alternatives |
| get_memory hermify-mcp | unknown | Retrieve chronological memory entries for an agent. | alternatives |
| zipmem_load_memory ahmetakyurt/zipmem-mcp | unknown | Returns blueprints, anchors, and lessons as compact text at the start of a session. | alternatives |
| memory_get wang1051992187/@kireo/mcp-server | unknown | Fetch by id | alternatives |
| memory_forget BulbuLbul86/Codex Native Memory | unknown | Delete a pinned memory item. | alternatives |
| memory_memories BulbuLbul86/Codex Native Memory | unknown | List pinned memory items. | alternatives |
| zipmem_save_and_compact ahmetakyurt/zipmem-mcp | unknown | Finalizes the session: folds staged buffer and final delta into persistent memory (state.json), prunes, and closes the session. | alternatives |
| csr_export claude-self-reflect | unknown | Export memories to file | alternatives |
| memory_search chen789654/ai-memory-mcp | unknown | 搜索历史记忆 | alternatives |
| csr_get_continuum claude-self-reflect | unknown | Get the continuum summary of past sessions for context | alternatives |
| recall io.github.michael-denyer/hot-memory-mcp | unknown | Search memories by meaning | alternatives |
| remember Aiskillhub/summon-mcp | unknown | Store a new memory with optional tags and confidence. | alternatives |
| search_memory bristinWild/reprox-mcp | unknown | Search persistent repository memory for context related to a question or task. | alternatives |
| csr_get_session claude-self-reflect | unknown | Get the full transcript of a specific session | alternatives |
| memory_recent jadeleke/recall-mcp | unknown | List the most recently saved or updated memories, newest first. | alternatives |
| memphora_list_memories io.github.Memphora/memphora | unknown | List all stored memories | alternatives |
| memory_search jadeleke/recall-mcp | unknown | Full-text search over all saved memories, ranked by relevance (BM25) with an importance boost. Supports FTS5 syntax (quoted phrases, AND/OR/ | alternatives |
| recall io.github.MemoriLabs/memori-mcp | unknown | Fetches relevant memories for the current query at the start of each user turn. | alternatives |
| memory_save jadeleke/recall-mcp | unknown | Persist a fact, preference, decision, or lesson so it survives across sessions. Write one self-contained fact per memory. Use tags for later | alternatives |
| memory_get jadeleke/recall-mcp | unknown | Fetch a single memory by its numeric id. | alternatives |
| memory_forget jadeleke/recall-mcp | unknown | Permanently delete a memory by id. | alternatives |
| remember Yarmoluk/agent-memory-mcp | unknown | Store a memory. Auto-links to related existing memories. | alternatives |
| memory_read_warm seed-drill/Cordelia Proxy | unknown | Read a specific L2 item by ID | alternatives |
| save_memory aimemory-mcp-server | unknown | Save a new memory | alternatives |
| search_memories aimemory-mcp-server | unknown | Full-text search | alternatives |
| list_memories aimemory-mcp-server | unknown | List memories | alternatives |
| update_memory aimemory-mcp-server | unknown | Update a memory | alternatives |
| add_memory jadenmaciel/OpenViking MCP Server | unknown | Store information for future recall | alternatives |
| mem_search gentle-engram | unknown | Search Engram memory for relevant entries. | alternatives |
| memory_write l0s0s/shared-memory | unknown | Saves a fact to long-term memory. Idempotent: if the exact same fact (normalized: lowercase, collapsed whitespace) already exists in this sc | alternatives |
| memory_bootstrap l0s0s/shared-memory | unknown | Returns pinned facts (always first) + most recent. Cheap call to load context at the start of a dialogue. | alternatives |
| append_memory io.gildara/mcp-server | unknown | Add info to an existing memory-type prompt | alternatives |
| memory_delete teddashh/MCP Memory Server | unknown | Delete a memory by ID | alternatives |
| memory_search teddashh/MCP Memory Server | unknown | Salience-weighted semantic search across all workspaces | alternatives |
| read_memory microhenrio/io.github.microhenrio/openocd-mcp | unknown | Read a block of memory from the target. | alternatives |
| remember phillypmack/aura-agent | unknown | Store a memory key-value pair. $0.0008 | alternatives |
| delete_memory io.github.parallelromb/smara | unknown | Delete a specific memory | alternatives |
| forget_memory coldzero94/coldframe | unknown | Archives a memory (soft delete). | alternatives |
| dojo_memory_list io.github.DojoGenesis/mcp | unknown | List gateway session memories | alternatives |
| memory_search dklymentiev/agent-memory | unknown | Search memories | alternatives |
| memory_export BulbuLbul86/Codex Native Memory | unknown | Export pinned memory and project profile JSON. | alternatives |
| memory_move io.github.mclaut/ariadne | unknown | Move a memory to a different collection or namespace. | alternatives |
| store io.github.jasondostal/cairn-mcp | unknown | Save a memory with auto-enrichment. Supports event_at and valid_until for bi-temporal tracking. | alternatives |
| forget_memory brainfeatherai/@brainfeather/mcp | unknown | Removes a memory recorded in error | alternatives |
| memory_fractal_store garochee33/DOME MCP | unknown | Store in Fractal Memory | alternatives |
| caveat io.github.michielinksee/linksee-memory | unknown | Recall relevant memories (caveats) before acting. | alternatives |
| memory_get MSelcukAkbas/Versatile-Mcp | unknown | Tekil bellek ve onun versiyon geçmişini getirir | alternatives |
| mem.grep io.github.beycom/onetool-mcp | unknown | Grep persistent memory | alternatives |
| mem.ask io.github.beycom/onetool-mcp | unknown | Ask persistent memory | alternatives |
| memory_save openhorse | unknown | 保存记忆 | alternatives |
| mem.search io.github.beycom/onetool-mcp | unknown | Search persistent memory | alternatives |
| store_multimodal_memory io.github.photoxpedia/bolor-brain-mcp | unknown | Store images, audio, structured data | alternatives |
| store_trade_memory io.github.mnemox-ai/tradememory-protocol | unknown | Store a trade with context (strategy, confidence, market regime) into memory. | alternatives |
| remember_trade io.github.mnemox-ai/tradememory-protocol | unknown | Record a trade with five memory layers (episodic, semantic, procedural, affective, trade records). | alternatives |
| append_memory hermify-mcp | unknown | Append semantic memory to the local dataset buffer. | alternatives |
| memory_store @xjtlumedia/context-first-mcp-server | unknown | Store a memory episode | alternatives |
| memory_recall @xjtlumedia/context-first-mcp-server | unknown | Recall memories | alternatives |
| search_memory fish827-08/rag-kb | unknown | 混合检索记忆 | alternatives |
| load_memory io.github.malamutemayhem/unclick-mcp-server | unknown | Load stored memory data for the current session | alternatives |
| memory_read io.github.amenophis1er/elefante | unknown | Read a specific memory by ID. | alternatives |
| bee_memory_search io.github.cuilabs/bee | unknown | Search personal memory for stored facts. | alternatives |
| memory_forget @nogataka/claw-memory | unknown | Soft-delete memory chunks | alternatives |
| remember_memory_create @prmichaelsen/remember-mcp | unknown | Create a new memory with content, type, and optional metadata | alternatives |
| remember_memory_read @prmichaelsen/remember-mcp | unknown | Retrieve a memory by its ID | alternatives |
| remember_memory_update @prmichaelsen/remember-mcp | unknown | Update an existing memory | alternatives |
| memory_forget agentic-kdd-mcp | unknown | Olvidar entrada con razón | alternatives |
| search_skills rsl-innovation/mem-port | unknown | Semantic (vector) search over skills, by task/situation — descriptions only | alternatives |
| list_skills rsl-innovation/mem-port | unknown | List saved skills, filterable by tag/source — descriptions only | alternatives |
| search_memory allenc84/claude-memory | unknown | Search the memory system by semantic similarity. Use this at the start of any topic-specific conversation to surface relevant context, prior | alternatives |
| memory_stats jadeleke/recall-mcp | unknown | Totals, tag histogram, date range, db location and size. | alternatives |
| memory_get chul0061/Mono Memory MCP | unknown | Retrieve an observation by its UUID. | alternatives |
| delete_memory Dosk3n/Glyph Hold MCP | unknown | Delete a memory. | alternatives |
| memory_list_namespaces io.github.wang1051992187/kireo | unknown | Enumerate namespaces | alternatives |
| memory_health io.github.wang1051992187/kireo | unknown | Probe service | alternatives |
| store_memory ali-ulu/levh | unknown | Store a new memory with optional importance, tags, and source context. | alternatives |
| list_fading_memories ali-ulu/levh | unknown | List memories whose predicted retention has dropped below 35% for review. | alternatives |
| memory_working_context @kinqs/brainrouter-mcp-server | unknown | Get working memory context. | alternatives |
| memory_working_offload @kinqs/brainrouter-mcp-server | unknown | Offload working memory payloads. | alternatives |
| pmb_recall io.github.oleksiijko/pmb-ai | unknown | Search memory from the terminal | alternatives |
| pmb_stats io.github.oleksiijko/pmb-ai | unknown | See what's stored in memory | alternatives |
| pmb_setup io.github.oleksiijko/pmb-ai | unknown | Detect your agent and wire the MCP entry | alternatives |
| pmb_warmup io.github.oleksiijko/pmb-ai | unknown | Preload the model so first recall is instant | alternatives |
| pmb_doctor io.github.oleksiijko/pmb-ai | unknown | Confirm everything is wired correctly | alternatives |
| pmb_export io.github.oleksiijko/pmb-ai | unknown | Dump all memories to Markdown/JSON | alternatives |
| recall pipeworx-io/windsurf-plugin | unknown | Recall a memory from previous sessions. | alternatives |
| store_memory io.github.kunwar-shah/claudex | unknown | Store a structured memory item | alternatives |
| delete_all_memories io.github.kioie/memex | unknown | Wipe a user's memories (confirm=true) | alternatives |
| memory_get io.github.infoinlet-marketplace/mcp-memory | unknown | Retrieve a specific memory by ID. | alternatives |
| memory_store @memstack/mcp | unknown | Store a memory | alternatives |
| memory_store_batch @memstack/mcp | unknown | Store multiple memories in one call (batched embeddings) | alternatives |
| memory_get @memstack/mcp | unknown | Get a single memory by ID | alternatives |
| memory_compile_context @memstack/mcp | unknown | Assemble token-budgeted LLM-ready context | alternatives |
| memory_summarize @memstack/mcp | unknown | Compress old interactions via LLM | alternatives |
| memory_get io.github.daedalus/mcp-external-memory | unknown | Retrieve a single memory by ID | alternatives |
| memory_delete io.github.daedalus/mcp-external-memory | unknown | Delete a memory by ID | alternatives |
| memory_stats io.github.daedalus/mcp-external-memory | unknown | Count of memories, namespaces, DB path | alternatives |
| memory_update io.github.daedalus/mcp-external-memory | unknown | Update an existing memory | alternatives |
| memory_export @memstack/mcp | unknown | Export a memory snapshot for backup/migration | alternatives |
| memory_import @memstack/mcp | unknown | Import memories from a snapshot produced by memory_export | alternatives |
| akai_fpqx io.github.aurekai/aurekai-mcp | unknown | Extended FPQ memory operations. | alternatives |
| get_core_profile Bluesoul-Technology/justonce-plugin | unknown | Get the core profile of the user's preferences and stack. | alternatives |
| forget io.github.turbyho/mem-context | unknown | Archive (weight=0) | alternatives |
| get io.github.turbyho/mem-context | unknown | Retrieve one memory | alternatives |
| update io.github.turbyho/mem-context | unknown | Modify metadata | alternatives |
| delete_memory io.github.turbyho/mem-context | unknown | Soft/hard delete | alternatives |
| memory_add junqiu520/feishu-memory-mcp | unknown | Write a memory entry (agent self-add or save conversation). | alternatives |
| memory_get junqiu520/feishu-memory-mcp | unknown | Get a single memory entry by ID. | alternatives |
| memory_update junqiu520/feishu-memory-mcp | unknown | Update metadata (title/tags) of a memory entry. | alternatives |
| memory_count junqiu520/feishu-memory-mcp | unknown | Count entries. | alternatives |
| list_all_memories Neige-Neige/Memory MCP Server | unknown | 查看所有已保存的记忆 | alternatives |
| remember_memory mayurnayak1705/Memory MCP Server | unknown | Store a new long-term memory. | alternatives |
| remember_chat_history mayurnayak1705/Memory MCP Server | unknown | Store an important conversation in long-term chat history. | alternatives |
| list_memories mseep-mcp-memory-service | unknown | List all memories | alternatives |
| memory_ingest @engram-mem/mcp | unknown | Store a message into memory. | alternatives |
| memory_forget @engram-mem/mcp | unknown | Deprioritize memories matching a query. | alternatives |
| memory_timeline @engram-mem/mcp | unknown | Show how a topic evolved over time. | alternatives |
| memory_overview @engram-mem/mcp | unknown | High-level summary of what Engram knows, organized by knowledge clusters. | alternatives |
| memory_consolidation_status @engram-mem/mcp | unknown | Reports when each consolidation cycle last ran and its result. | alternatives |
| memory_bridges @engram-mem/mcp | unknown | Find shared people or entities that bridge two projects. | alternatives |
| memory.search @psraghuveer/memento-server | unknown | Search memory with a query string. | alternatives |
| search_memory thrift-memory | unknown | Browse matching memories without applying a small recall budget. | alternatives |
| memory_save claude-soul | unknown | Save facts, decisions, or lessons | alternatives |
| memory_search claude-soul | unknown | Semantic search across all memories | alternatives |
| memory_journal claude-soul | unknown | Search or browse conversation journals | alternatives |
| memory_stats claude-soul | unknown | Memory system statistics | alternatives |
| recall claude-soul | unknown | Unified 'ask anything about the past' search | alternatives |
| recall io.github.VonderVuflya/yggdrasil | unknown | Retrieve relevant memories from Yggdrasil based on a query. | alternatives |
| save_to_memory Raoof128/Reasoning Engine | unknown | Persist episodic memory for future recall | alternatives |
| retrieve_memory mseep-heimdall-mcp | unknown | Retrieve a memory by its key. | alternatives |
| memory_inject darland6/cory-mem | unknown | Store a memory into long-term storage. | alternatives |
| memory_retrieve darland6/cory-mem | unknown | Retrieve relevant memories based on a query. | alternatives |
| memory_set taskflow-ai | unknown | 设置记忆 | alternatives |
| memory_get taskflow-ai | unknown | 获取记忆 | alternatives |
| memory_clear taskflow-ai | unknown | 清除记忆 | alternatives |
| memory_list taskflow-ai | unknown | 列出记忆 | alternatives |
| list_memories io.github.SynapseLayer/synapse-secure-memory | unknown | List all memories with pagination. | alternatives |
| memory_feedback io.github.SynapseLayer/synapse-secure-memory | unknown | Provide feedback on a memory's relevance. | alternatives |
| memory_cloud_status romainsantoli-web/Memory OS AI | unknown | Show local disk + cloud storage status | alternatives |
| memory_cloud_sync romainsantoli-web/Memory OS AI | unknown | Push/pull/auto-sync between local and cloud | alternatives |
| remember mario03690/dsh-netcafe | unknown | Cross-session memory. Keyed to your AllRouter key or an anonymous workspace token, so a later session — or a different machine — picks up wh | alternatives |
| add_memory Mem0 | unknown | Save text or conversation history (or explicit message objects) for a user/agent. | alternatives |
| dojo_memory_list DojoGenesis/Dojo Genesis MCP Server | unknown | Lists gateway session memory entries. | alternatives |
| dojo_memory_store DojoGenesis/Dojo Genesis MCP Server | unknown | Stores a value in gateway session memory. | alternatives |
| dojo_memory_search DojoGenesis/Dojo Genesis MCP Server | unknown | Searches gateway session memory. | alternatives |
| dojo_search_memory DojoGenesis/Dojo Genesis MCP Server | unknown | Searches the institutional memory hub (Postgres mirror). | alternatives |
| dojo_get_memory DojoGenesis/Dojo Genesis MCP Server | unknown | Retrieves a specific memory from the memory hub. | alternatives |
| pluggedin_put_memory pluggedin-mcp-proxy | unknown | Store persistent memory for the current workspace/profile | alternatives |
| timeline ali-ulu/levh | unknown | Get episodic memories grouped by day for a given time range. | alternatives |
| memory_load ussdeveloper/MemoryStar | unknown | Load a single memory by ID | alternatives |
| memory_search ussdeveloper/MemoryStar | unknown | Combined full-text + semantic vector search | alternatives |
| memory_get_links ussdeveloper/MemoryStar | unknown | Get all links for a memory | alternatives |
| memory_list ussdeveloper/MemoryStar | unknown | List memories by project/scope | alternatives |
| memory_stats ussdeveloper/MemoryStar | unknown | View database statistics | alternatives |
| memory_context_check ussdeveloper/MemoryStar | unknown | Check context usage & auto-save summary if >=threshold | alternatives |
| memory_lookup byBasiliosP/scholar-memory | unknown | Semantic search — compact summaries with IDs | alternatives |
| memory_get byBasiliosP/scholar-memory | unknown | Fetch full content for one entry by ID | alternatives |
| memory_forget byBasiliosP/scholar-memory | unknown | Delete by ID or semantic similarity | alternatives |
| memory_status byBasiliosP/scholar-memory | unknown | DB stats + token usage + cost totals | alternatives |
| memory_model_config byBasiliosP/scholar-memory | unknown | Show active LLM backend configuration | alternatives |
| memory_stream_list byBasiliosP/scholar-memory | unknown | List recent ContextStream runs | alternatives |
| add_fact abtpst/MCP Knowledge Viz | unknown | Embed and persist a fact in ChromaDB | alternatives |
| add_memory iamanishx/memkit | unknown | Store a new memory with content, embedding, and automatic graph linking to similar memories in the same project. | alternatives |
| write_failure_memory io.github.elViRafa/memory-fabric | unknown | Write a failure memory, deduplicating repeat occurrences. | alternatives |
| verify_memories io.github.elViRafa/memory-fabric | unknown | Verify that cited memories are still valid. | alternatives |
| memory_search Sri-Krishna-V-6944/hermes-platform-mcp | unknown | Search memory entries. | alternatives |
| memory_recall io.github.wang1051992187/kireo | unknown | Replay recent/important memories | alternatives |
| forget_memory Trainspotting31/MemoryBuddy | unknown | Delete all memory for a user | alternatives |
| memory_get io.github.wang1051992187/kireo | unknown | Fetch by id | alternatives |
| gridar_delete_memory @gridar/mcp-server | unknown | DESTRUCTIVE: delete a memory chunk | alternatives |
| memory_delete io.github.wang1051992187/kireo | unknown | Soft/hard delete | alternatives |
| mem_search @everme/claude-code | unknown | Search memory for content relevant to a query, with optional time bounds | alternatives |
| mem_context @everme/claude-code | unknown | Retrieve context from memory for explicit recall | alternatives |
| memory_write collab-cli | unknown | Write a new memory entry. | alternatives |
| csr_list_sessions claude-self-reflect | unknown | List all past conversation sessions | alternatives |
| memory_wm_clear ac0033/agent-memory | unknown | Clear working memory for a scope | alternatives |
As of the latest check, Glimind tracks 200 memory AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.
Live data via MCP/REST. Neutral ratings — Glimind only measures.