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 | |
|---|---|---|---|
| memory_merge @memstack/mcp | unknown | Merge multiple memories into one | alternatives |
| memory_summarize @memstack/mcp | unknown | Compress old interactions via LLM | alternatives |
| reject_candidate io.github.ozankasikci/global-agent-memory | unknown | Reject a candidate memory without making it durable. | alternatives |
| memory_prune @memstack/mcp | unknown | Remove stale/low-importance memories | alternatives |
| memory_store @memstack/mcp | unknown | Store a memory | alternatives |
| memory_compile_context @memstack/mcp | unknown | Assemble token-budgeted LLM-ready context | alternatives |
| memory io.github.sznt2010/agentresources-mcp | unknown | remember / recall / forget / improve over the unified telemetry-as-memory store | alternatives |
| memory_search io.github.vnbochkarev-netizen/vibo-memory | unknown | Find relevant facts (returns token savings) | alternatives |
| memory_write wolfcao/muninn-local-mcp | unknown | Store a project-scoped memory | alternatives |
| memory_get io.github.infoinlet-marketplace/mcp-memory | unknown | Retrieve a specific memory by ID. | alternatives |
| update_memory 1101AlexZab1011/project-memory-mcp | unknown | Deep-merge a patch into a memory; same sync + validation. | alternatives |
| memory_read_warm seed-drill/Cordelia Proxy | unknown | Read a specific L2 item by ID | alternatives |
| remember Yarmoluk/agent-memory-mcp | unknown | Store a memory. Auto-links to related existing memories. | alternatives |
| memory_get @memstack/mcp | unknown | Get a single memory by ID | alternatives |
| memory_write_warm seed-drill/Cordelia Proxy | unknown | Create/update entities, sessions, or learnings | alternatives |
| zipmem_load_memory ahmetakyurt/zipmem-mcp | unknown | Returns blueprints, anchors, and lessons as compact text at the start of a session. | alternatives |
| zipmem_checkpoint ahmetakyurt/zipmem-mcp | unknown | Stages progress into a crash-safe buffer (session.json) without touching persistent memory. | 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 |
| store io.github.jasondostal/cairn-mcp | unknown | Save a memory with auto-enrichment. Supports event_at and valid_until for bi-temporal tracking. | alternatives |
| search_memory thrift-memory | unknown | Browse matching memories without applying a small recall budget. | alternatives |
| delete_all_memories io.github.kioie/memex | unknown | Wipe a user's memories (confirm=true) | alternatives |
| store_memory io.github.kunwar-shah/claudex | unknown | Store a structured memory item | 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 |
| delete_memory 1101AlexZab1011/project-memory-mcp | unknown | Delete after exact-id confirmation; removes dangling references. | alternatives |
| memory_get chul0061/Mono Memory MCP | unknown | Retrieve an observation by its UUID. | 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 |
| mem_search gentle-engram | unknown | Search Engram memory for relevant entries. | alternatives |
| memory_store_batch @memstack/mcp | unknown | Store multiple memories in one call (batched embeddings) | alternatives |
| memory_session_brief io.github.romainsantoli-web/memory-os-ai | unknown | Full memory briefing for session start | alternatives |
| mem_session thoth-mem | unknown | Start, checkpoint, or summarize a root-owned memory session. | alternatives |
| get_memory hermify-mcp | unknown | Retrieve chronological memory entries for an agent. | alternatives |
| append_memory io.gildara/mcp-server | unknown | Add info to an existing memory-type prompt | 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 |
| 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 |
| memory_search chen789654/ai-memory-mcp | unknown | 搜索历史记忆 | alternatives |
| caveat io.github.michielinksee/linksee-memory | unknown | Recall relevant memories (caveats) before acting. | alternatives |
| recall io.github.michael-denyer/hot-memory-mcp | unknown | Search memories by meaning | alternatives |
| memory_save openhorse | unknown | 保存记忆 | alternatives |
| recall_grouped io.github.major7apps/pensyve | unknown | Retrieve memories clustered by source session, ordered chronologically. | alternatives |
| memory_get MSelcukAkbas/Versatile-Mcp | unknown | Tekil bellek ve onun versiyon geçmişini getirir | 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 |
| mem_context thoth-mem | unknown | Read recent sessions, prompts, observations, and optional recalled continuity. | 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 |
| memory_stats jadeleke/recall-mcp | unknown | Totals, tag histogram, date range, db location and size. | alternatives |
| delete_memory Dosk3n/Glyph Hold MCP | unknown | Delete a memory. | 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_get thoth-mem | unknown | Fetch one observation or prompt by ID, with bounded pagination or timeline context. | alternatives |
| search_memory mocky70025/claude-bridge | unknown | Search shared memories. | 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 |
| mem_project thoth-mem | unknown | Navigate projects, topics, graph views, and operational health. | alternatives |
| peon_memory_search io.github.VineetV2/peon-mem | unknown | Search across all memories with a query. | 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 |
| memory_reinforce teddashh/MCP Memory Server | unknown | Manually boost a memory's salience (+20%) | alternatives |
| memory_save chen789654/ai-memory-mcp | unknown | 保存对话到记忆 | alternatives |
| memory_load chen789654/ai-memory-mcp | unknown | 读取所有记忆 | alternatives |
| read_memory microhenrio/io.github.microhenrio/openocd-mcp | unknown | Read a block of memory from the target. | alternatives |
| read_memory com.kogcat/kogcat-mcp | unknown | Read durable memory. | alternatives |
| delete_memory asd-noor/ProjectContext | unknown | Remove a memory by ID. | alternatives |
| clawhub_memory_write io.github.maxz712/clawhub | unknown | Memory write | alternatives |
| memorize @bjlee2024/claude-mem | unknown | Store a piece of information into memory for later retrieval. | alternatives |
| repertoire_store @0xray/repertoire | unknown | Store a memory fragment with metadata | alternatives |
| repertoire_retrieve @0xray/repertoire | unknown | Retrieve memories by query or tags | alternatives |
| MemorySearch ClaudeSharp | unknown | Search long-term memory | alternatives |
| MemoryStore ClaudeSharp | unknown | Save observations to memory | alternatives |
| MemoryTimeline ClaudeSharp | unknown | Chronological context | alternatives |
| MemoryGetDetails ClaudeSharp | unknown | Full memory details | alternatives |
| delete_memory io.github.parallelromb/smara | unknown | Delete a specific memory | alternatives |
| forget_memory coldzero94/coldframe | unknown | Archives a memory (soft delete). | alternatives |
| memory_save io.github.kurovu146/memory-fts | unknown | Save a fact to long-term memory. | alternatives |
| dojo_memory_list io.github.DojoGenesis/mcp | unknown | List gateway session memories | alternatives |
| dojo_memory_store io.github.DojoGenesis/mcp | unknown | Store a memory in the gateway session | alternatives |
| memory_search dklymentiev/agent-memory | unknown | Search memories | alternatives |
| memory_context dklymentiev/agent-memory | unknown | Get session context | alternatives |
| store_multimodal_memory io.github.photoxpedia/bolor-brain-mcp | unknown | Store images, audio, structured data | alternatives |
| remember Aiskillhub/summon-mcp | unknown | Store a new memory with optional tags and confidence. | alternatives |
| csr_get_session claude-self-reflect | unknown | Get the full transcript of a specific session | alternatives |
| memory_reinforce frinus-mcp | unknown | Reinforces the importance of a memory. | alternatives |
| delete_memory sanchezvivi/mem0-local-mcp | unknown | Delete a single memory. | alternatives |
| retrieve_learnings Mnemoq/MnemoQ | unknown | Retrieve relevant learnings from memory based on query parameters. | alternatives |
| log_learning Mnemoq/MnemoQ | unknown | Log a new learning entry into memory. | alternatives |
| resolve_learning Mnemoq/MnemoQ | unknown | Mark a learning as resolved by its timestamp. | alternatives |
| get_stats Mnemoq/MnemoQ | unknown | Get memory statistics (counts, age, etc.). | alternatives |
| consolidate Mnemoq/MnemoQ | unknown | Archive old learnings and promote important ones (sleep cycle). | alternatives |
| memory_store_document PStryder/MemoryGate | unknown | Store a document in memory. | alternatives |
| memory_store_concept PStryder/MemoryGate | unknown | Store a concept in memory. | alternatives |
| memory_update_pattern PStryder/MemoryGate | unknown | Update a pattern in memory. | alternatives |
| memory_search PStryder/MemoryGate | unknown | Search memory for relevant information. | alternatives |
| memory_recall PStryder/MemoryGate | unknown | Recall specific memories. | alternatives |
| memory_get_concept PStryder/MemoryGate | unknown | Get a concept from memory. | alternatives |
| memory_get_pattern PStryder/MemoryGate | unknown | Get a pattern from memory. | alternatives |
| memory_write_hot seed-drill/Cordelia Proxy | unknown | Write/patch L1 hot context with optimistic concurrency | alternatives |
| memory_delete_warm seed-drill/Cordelia Proxy | unknown | Delete a specific L2 item by ID | alternatives |
| search_cold_memory PStryder/MemoryGate | unknown | Search cold storage memory. | alternatives |
| archive_memory PStryder/MemoryGate | unknown | Archive memory to cold storage. | alternatives |
| rehydrate_memory PStryder/MemoryGate | unknown | Rehydrate memory from cold storage. | alternatives |
| recall_memory SergeySetti/Recall Select | unknown | Search and retrieve memories relevant to a query. | alternatives |
| recall_memory Marcelle-Labs/Never Ask Twice | unknown | Recall a bounded memory bundle for a customer session. | alternatives |
| write_memory Marcelle-Labs/Never Ask Twice | unknown | Write a memory fact to the current session. | alternatives |
| recall_memory io.github.loaditoutadmin/loaditout | unknown | Retrieve previously saved memories | alternatives |
| memory_retrieve io.github.Squidboy30/boltwork-mcp | unknown | Retrieve agent memory | alternatives |
| memory_delete io.github.Squidboy30/boltwork-mcp | unknown | Delete a memory key | alternatives |
| search_memory Sid7on1/Universal RAG MCP | unknown | AUTOMATICALLY search conversation history when user asks about past information, preferences, or facts. Returns relevant context seamlessly | alternatives |
| memory_health @memstack/mcp | unknown | Check storage/LLM/embedding connectivity | alternatives |
| memory_dry_run_prune @memstack/mcp | unknown | Preview what would be pruned | alternatives |
| memory_fractal_store garochee33/DOME MCP | unknown | Store in Fractal Memory | alternatives |
| get_memory_context @psraghuveer/memento-server | unknown | Retrieve ranked memory context as JSON. | alternatives |
| memory.context @psraghuveer/memento-server | unknown | Retrieve ranked memory context (equivalent to get_memory_context). | alternatives |
| memory.search @psraghuveer/memento-server | unknown | Search memory with a query string. | 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 |
| list_memories shaul1991/localmind | unknown | List all stored memories for the current user | alternatives |
| memory_recall @engram-mem/mcp | unknown | Search memory for content relevant to a query. | alternatives |
| mem.search io.github.beycom/onetool-mcp | unknown | Search persistent memory | 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 |
| remember_trade io.github.mnemox-ai/tradememory-protocol | unknown | Record a trade with outcome-weighted scoring across five memory layers | alternatives |
| store_trade_memory io.github.mnemox-ai/tradememory-protocol | unknown | Store a trade with context (strategy, confidence, market regime) into memory. | 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 |
| memory_store @xmemo/openclaw-memory | unknown | Save durable memory | alternatives |
| load_memory io.github.malamutemayhem/unclick-mcp-server | unknown | Load memory data. | 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_get @nogataka/claw-memory | unknown | Get full memory chunk by ID | 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 |
| save_memory io.github.NeuralNexusNote/n3mc-workingmemory | unknown | Save a memory entry with text content and optional metadata. | alternatives |
| search_memory io.github.NeuralNexusNote/n3mc-workingmemory | unknown | Search memory entries by semantic query. | alternatives |
| save_to_memory io.github.NeerajG03/vector-memory | unknown | Save a document or note to vector memory for later retrieval. | alternatives |
| clear_memory io.github.NeerajG03/vector-memory | unknown | Clear all memory entries. | alternatives |
| memory_add io.github.vnbochkarev-netizen/vibo-memory | unknown | Save a fact (dedup by exact match) | alternatives |
| memory_usage io.github.vnbochkarev-netizen/vibo-memory | unknown | Your real savings statistics | alternatives |
| search_memory contextnudge | unknown | Search local memory before workspace-specific work | alternatives |
| save_memory contextnudge | unknown | Save a stable convention, fix, command, or preference | alternatives |
| forget_memory contextnudge | unknown | Delete an incorrect or stale memory | alternatives |
| list_memories contextnudge | unknown | List memories filtered by scope, workspace, or tags | alternatives |
| thread_memory io.github.vnbochkarev-netizen/vibo-memory | unknown | Thread: add / compress / ask / context | alternatives |
| reset_memories NORTHTEKDevs/GENOME MCP Server | unknown | Clear all memories for a user or globally. | alternatives |
| memory_forget agentic-kdd-mcp | unknown | Olvidar entrada con razón | alternatives |
| clawhub_memory_search io.github.maxz712/clawhub | unknown | Memory search | alternatives |
| recall_memory ai-cortex | unknown | Browse-only search for candidate memories without marking them as applied. | alternatives |
| get_memory ai-cortex | unknown | Fetch a full memory by ID and record that it is being applied. | alternatives |
| memory_get nourivex-runtime | unknown | Get a specific memory entry by ID | alternatives |
| memory_recall nourivex-runtime | unknown | Recall patterns before planning — returns relevant memories | alternatives |
| memory_update_user_dna nourivex-runtime | unknown | Update user preferences and coding style profile | alternatives |
| memory_get_user_dna nourivex-runtime | unknown | Get stored user preferences and coding profile | alternatives |
| memory_get_domain_rules nourivex-runtime | unknown | Get stored business domain rules (invariants) | alternatives |
| list_recent_memories mmyahya29/Project Memory MCP Server | unknown | List the most recently saved memories, newest first. Useful for 'what have I been working on' style questions. | alternatives |
| mem_load io.github.pragneshbagary/memex | unknown | Called at session start - returns recent + relevant entries | alternatives |
| memory_save lrnev | unknown | 保存一条项目记忆（偏好、决策、模式、错误、事实）。 | alternatives |
| delete_memory mmyahya29/Project Memory MCP Server | unknown | Delete a memory by id. Get the id from search_memory or list_recent_memories output first. | alternatives |
| memory_stats collab-cli | unknown | Get memory statistics. | alternatives |
| memory_compact collab-cli | unknown | Compact memory archives. | 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_store @ambicuity/kindx | unknown | Store a scoped agent memory with text content. | alternatives |
| delete @xmszm/memory | unknown | Soft-delete one active memory by exact URI. | alternatives |
| memory_save SECRET4422/Deep Research MCP Server | unknown | Save finding to JSON, survives restarts | alternatives |
| memory_search SECRET4422/Deep Research MCP Server | unknown | Fuzzy search in persistent memory | alternatives |
| add_memory mmyahya29/Project Memory MCP Server | unknown | Save a new piece of context to long-term memory so any tool can retrieve it later. Use short tags (comma-separated) for topics. | alternatives |
| read_memory save-forever-mcp | unknown | Read a memory's full text by id (free, no payment, no disk write). | alternatives |
| forget save-forever-mcp | unknown | Fade a stale memory out of recall (free; hides it, recoverable). | alternatives |
| memory_recall io.github.wang1051992187/kireo | unknown | Replay recent/important memories | alternatives |
| memory_get io.github.wang1051992187/kireo | unknown | Fetch by id | alternatives |
| memory_delete io.github.wang1051992187/kireo | unknown | Soft/hard delete | 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 |
| save_message mcp-agents-memory | unknown | Saves a raw message to the memory pool. | 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 |
| remember pipeworx-io/windsurf-plugin | unknown | Persistent memory across sessions. | alternatives |
| recall pipeworx-io/windsurf-plugin | unknown | Recall a memory from previous sessions. | alternatives |
| memory_delete io.github.mclaut/ariadne | unknown | Delete a memory by its ID. | alternatives |
| memory_get io.github.BlackhatShiftey/seam-runtime | unknown | Retrieve full memory records by IDs. | alternatives |
| session_memory io.github.anthonybono21-cloud/leapfrog | unknown | Recall actions after context window compression. | alternatives |
| memory_delete @memstack/mcp | unknown | Delete a single memory | 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.