"A memory-efficient MCP server with vectorized memory bank synchronization" matching MCP tools:

• remember

  Spoonacular

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• remember

  nutrition

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• remember

  Data Ny

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• remember

  Colombia Secop

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• remember

  Interpro

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• remember

  holidays

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• remember

  Dropbox

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• check_text

  WSC - Writing Style Checker

  Analyze text for writing style issues: weasel words, passive voice, duplicate words, long sentences, nominalizations, hedging, filler adverbs, and research-cited AI tells. Read-only and stateless — text is analyzed in memory on the hosted server and never stored. Returns a plain-text report with each issue's line and column, the matched text, surrounding context, and the reason for AI tells; texts over 100,000 characters return an error message. This hosted server has no filesystem access — the wsc-mcp npm package adds a check_file tool for local files. It only reports issues — to auto-remove duplicate words, follow up with fix_duplicates.

  Connector

• agent-brain

  MeshMarket

  Agent Brain — Reason over a question or task with your agent's own persistent memory in the loop: recalls up to 12 relevant memories from your agent's private scope, reasons with Claude, and writes up to 3 new memories back, so the agent improves with every call. Recall by meaning, not just keyword, when the estate's memory server is reachable (falls back to its own always-on store otherwise — never fails the call). Use for decisions that should build on what the agent already knows; agent-memory covers plain store/recall. Runs claude-haiku-4.5 — the response names the model that served the call; agent-brain-smart runs the identical contract on claude-sonnet-5. Input: {think: string}. Returns {answer, reasoning, confidence, memories_considered, used_memories, learned, model, engine}. (8 MESH/call, a tool · cognition)

  Connector

• forget

  memxus

  Permanently delete one memory by UUID. When to use: user asks to remove outdated or incorrect context, or to free plan storage. When NOT: fix content → update (mode=replace); find the ID first → list_memories or recall. Requires delete OAuth scope. Non-idempotent: deleting the same memory_id twice fails. Errors: Memory not found, Not authorized to delete this memory. Side effects: removes the memory row and vector embedding with no recovery; invalidates plan cache. The target workspace is always the one the memory itself belongs to (echoed in resolved_workspace); optionally pass workspace: <name> as a safety confirmation — the call fails if the memory is not actually in that workspace.

  Connector

• update

  memxus

  Update an existing memory by ID. Use mode replace (default) to patch fields, or append to extend content. Re-embeds only when content changes. The target workspace is always the one the memory itself belongs to (echoed in resolved_workspace); optionally pass workspace: <name> as a safety confirmation — the call fails if the memory is not actually in that workspace.

  Connector

• pastepile_remember

  Pastepile

  Save the current state of your work to durable memory, keyed by a session name YOU choose. This is the primary tool: prefer it over pastepile_save for anything you may want back later. The first call under a session creates the memory; every call after updates that same memory and keeps the previous content as a version; a call whose content is unchanged does nothing and costs nothing. You never need to track a slug, a URL, or an edit key between calls, and you must never ask the user for one. Send the WHOLE current memory each time, not a delta. Saving to Pastepile requires a Pro API key, which makes memory permanent and portable; without one this runs as a small local demonstration on this device and nothing is uploaded.

  Connector

• pastepile_restore

  Pastepile

  Put an earlier version of a memory back as the current one. This is not destructive: what is current now is preserved as a new version first, so a restore can itself be undone. Use it when a memory was overwritten with something worse, or to return to a known-good state after an experiment. Name the memory by `session` or by `slug`, exactly one. With the API key that wrote the memory, any listed version can come back; the local demonstration (no key) restores the previous save only.

  Connector

• memory.write

  Agent402.Tools: pay-per-call web tools

  [wallet-required, $0.002/call] Persistent key-value memory for agents, scoped to the paying wallet. Your x402 payment IS your authentication: the wallet that pays owns the namespace. No signup, no API keys. Exact-key storage for structured state - when you want retrieval by MEANING rather than key, use memory-remember + memory-recall instead. Body: {"key":"…","value":any JSON,"ttlSeconds":3600?} to write (optional TTL), or {"key":"…","delete":true} to remove. Add "owner":"0x…" to write into another wallet's namespace you've been granted. Values up to 64KB. Returns { key, bytes, updated, expiresAt, owner, persistent }. This hosted connector holds no wallet: pay it here over MPP, or run npx agent402-mcp with a funded wallet (AGENT_KEY) or prepaid card credits (AGENT402_CREDITS_KEY), or any x402 client.

  Connector

• get_memory

  memxus

  Retrieve the full content and metadata of one memory by its UUID. Use after list_memories or recall returned a truncated preview and you need the complete text. Returns content, memory_type, tags, collection, importance, and the creation timestamp. Get the UUID from a prior list_memories or recall result. The workspace this memory belongs to is determined by its ID and echoed in resolved_workspace; optionally pass workspace: <name> to confirm the memory belongs to that team workspace (errors if it does not).

  Connector

• validate_iban

  ibanchecker-mcp

  Validate a single International Bank Account Number (IBAN) against the official ISO 13616 structure for its country. What it checks: the country code, total length for that country, the national BBAN structure, and the MOD-97 check digits. When the bank/branch code maps to a known institution, the response also includes the bank name, BIC/SWIFT code, and country. Returns JSON with fields such as `valid` (boolean), `countryCode`, `checkDigitsValid`, the `formatted` IBAN, and an optional `bank` object. On a malformed input the call still succeeds with `valid: false` and a `reason` (e.g. INVALID_FORMAT, INVALID_CHECKSUM); it does not throw for invalid IBANs. Use this when you have one account number to verify. For many IBANs prefer `validate_bulk_ibans`; to pull IBANs out of prose use `extract_ibans_from_text` first. No account data is stored; validation runs in memory and is discarded.

  Connector

• forget

  XMemo

  Delete one memory, TODO, or Ledger transaction by natural target ('latest', 'current', an exact memory ID (with memory_id accepted as an equivalent exact-reference alias), an exact TODO ID from the current TODO listing, or an exact Ledger transaction ID from ledger(action='list')). Defaults to a recoverable soft delete (restore later with restore_memory); pass mode='hard' only after the user has explicitly confirmed a permanent, unrecoverable deletion in this conversation. Call this only when the user explicitly asks to delete a specific memory, TODO, or expense/income record; list/search or check activity first if the target is ambiguous.

  Connector

• payer_history

  Taokeh MCP server

  How this workspace has treated a given bank counterparty (a payer or payee, named as printed on the statement line) before: the historical bank rows a human already CONFIRMED or POSTED for that name — grouped by category, contact and GL account, with a count, date range and total amount each — plus the live suggestion Taokeh's learned memory would now make for it. This is the tenant-scoped PRECEDENT behind a suggestion, so you can explain WHY a row is being categorized a certain way. READ-ONLY; the owner still confirms every categorization in Taokeh.

  Connector

• read_profile_sections

  STAS Running Coach for Claude

  Read controlled rules and profile memory with their hashes. Goals and results are available only through get_editable_goals_results. Use the returned hash as previousHash before previewing a rules/profile change.

  Connector

• remember

  Google_analytics

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector