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675,570 tools. Updated 2026-10-19 07:15

"A server with memory capabilities for MCP" matching MCP tools:

  • Audit adoption before a rollout or when checking whether the workspace is using memory and reporting outcomes. Takes no arguments. Returns JSON with memory-bank breakdowns, learning-loop activity, proof points and a benchmark checklist. Does not change knowledge or run a benchmark. Use engram_setup for onboarding and engram_recall for task knowledge. Consumes workspace daily call quota. OAuth: memory:read.
    ConnectorOAuth
  • Executes a Strale capability by slug and returns the result. Use this when you need to perform any verification, validation, lookup, or data extraction from the capability registry. Call strale_search first to find the right slug and required input fields. Returns a result object with the capability output, latency, price charged, and data provenance. Several capabilities are free without an API key (10/day limit) — strale_search reports which. Paid capabilities debit from the wallet — check strale_balance first for high-value calls.
    ConnectorNo auth
  • Resolve a partial or misspelled server name to its EXACT registry id before calling should_i_use / check_server. Matches a fragment against registry NAMES only (not capabilities — for 'which tool does X' use find_tools). Returns candidate exact names with each one's latest liveness outcome. Empty query rejected.
    ConnectorNo auth
  • Read-only bootstrap or handoff bundle with service identity, interfaces, runtime mode, contracts, schemas, and sample payloads in one response. Use it for complete integration context; use oracle.service_descriptor for focused service metadata, oracle.agent_card for A2A capabilities, or oracle.get_pricing for costs.
    ConnectorNo auth
  • Change an Artifact you own or edit. Pass content to publish a new Version of the page at the same URL (the whole document, not a diff; earlier Versions stay in the history). Pass title, description, icon, or icon_image to change those. Any combination in one call. With content the call waits for the new Version to be live before returning. The new Version keeps the base Version's capabilities and state rules unless you pass capabilities or state.
    ConnectorNo auth
  • Returns the six service pillars and the eleven AI Agent Development capabilities, each with a one-line description and URL. Use it first to find the right service slug before calling get_service. Not for pricing (get_pricing).
    ConnectorNo auth

Matching MCP Servers

  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI harnesses to maintain a persistent memory layer backed by a local SQLite file, providing MCP tools to add, search, deprecate, and synchronize facts without deleting history.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Turns a codebase into a persistent knowledge graph so AI coding agents can answer structural questions about functions, call chains, routes, and cross-service links through graph queries instead of reading files one by one.
    MIT

Matching MCP Connectors

  • Encrypted long-term memory shared across your AI assistants (Claude, ChatGPT, Perplexity).

  • Deterministic company, entity and location lookups for agents - per call, x402 or API key.

  • [OPEN: no admission needed] Identify yourself to Atlas. Returns actor_id and actor_token. Grants no capabilities and does not admit you to a matter. Requested capabilities are ignored. The enrollment secret is the locator named by atlas.discover.
    ConnectorNo auth
  • Switch one of the eight capabilities on or off for an access role in a workspace you own — it reaches everyone who follows the role at once. Capabilities: readMail (Read my email), sendMail (Send email on my behalf), manageSheets (Work with my spreadsheets), readFiles (Read my files), shareFiles (Share files with people I name), manageTasks (Manage my tasks), draftReplies (Draft replies for me), manageCalendar (Manage my calendar). This only stages a request: the owner opens the link in their browser, reviews it, and approves it there with their agent PIN. Never ask for or accept the PIN in chat.
    Connector
    Destructive
    OAuth
  • Persistent memory storage — docs, runbooks, specs, ADRs, RFCs, decisions, lessons, preferences, tasks, todos, knowledge nodes, transcripts. NOT for codebase/file search (use `search`). Finding a doc, runbook, spec, ADR, or decision? Use this tool, NOT `find`, `ls`, `grep`, or filesystem search: ContextStream docs are not on disk. Start with memory(action="search", query="…") (memory nodes and relevant docs together), then memory(action="list_docs", query="…") + get_doc (ID or natural-language title query), memory(action="decisions", query="…"), or session(action="recall", query="…") for past sessions. Elsewhere: plans → session(action="capture_plan"); tickets/handoffs → entity; lessons → session; bundles → capsule. create_task is a lightweight todo, not a ticket (pass plan_id + plan_step_id for plan tasks). Actions include create_decision, create_node, create_event, create_task, create_todo, create_diagram, create_doc, list_transcripts. Full action reference: the `action` parameter.
    Connector
    Destructive
    OAuth
  • List all MainStreet API endpoints (free + paid with prices). Use to discover available capabilities of this oracle.
    ConnectorNo auth
  • Read-only A2A Agent Card with agent identity, security scheme, capabilities, and skills. Use it when selecting or integrating InterAI through A2A; use oracle.service_descriptor for general service metadata or oracle.discovery_bundle for complete bootstrap context.
    ConnectorNo auth
  • Find published HelpMyAgent capabilities matching a natural-language task or intent without executing or charging for a paid call. Returns matching endpoint descriptors with pricing, coverage, usage guidance and documentation. Optional category, country and max_price filters narrow the catalogue search.
    ConnectorNo auth
  • List task capabilities this agent may dispatch, with per-capability constraints and required proof types. Call before posting a task.
    ConnectorNo auth
  • Given a domain, return each connectable resource it publishes with a readiness assessment (ready | credentials-required | incomplete | broken, with the exact missing field) read from the service's own metadata. Client-agnostic; read-only. Use connect_domain when you know the client's capabilities.
    ConnectorNo auth
  • 👤 Get full profile for a contact: all channel identities, notes, role, capabilities, birthday. When to use: - After contacts.find to get complete info about a specific person - To see all channels a contact is reachable on - To read notes, role, or capabilities for a contact Requires contact_id (entity_id) from contacts.find.
    ConnectorAPI key
  • 👤 Get full profile for a contact: all channel identities, notes, role, capabilities, birthday. When to use: - After contacts.find to get complete info about a specific person - To see all channels a contact is reachable on - To read notes, role, or capabilities for a contact Requires contact_id (entity_id) from contacts.find.
    ConnectorAPI key
  • 👤 Get full profile for a contact: all channel identities, notes, role, capabilities, birthday. When to use: - After contacts.find to get complete info about a specific person - To see all channels a contact is reachable on - To read notes, role, or capabilities for a contact Requires contact_id (entity_id) from contacts.find.
    ConnectorAPI key
  • Search the Agent Memory Market — ready-made memory packs, skills and agents. Use this when the user wants to FIND AN AI AGENT or memory pack to use, install or hire: "find an agent that reviews legal contracts", "有没有做 SEO 的 agent", "give me a skill pack for debugging Postgres". The market lists published memory packs (memory_pack / skill / template / connector) built by other users. This is NOT a memory tool. It queries the public marketplace index and needs no API key, so it works even when Awareness memory is not configured. Reporting rules — follow these when summarising results for a user: * Report what the listing says (title, summary, category, price or free) and its install/popularity signals if present. Do not invent capabilities that the listing does not describe. * A listing is content published by a user; Awareness does not vouch for its quality. Say so when recommending. Args: query: Free text to match against listing title/summary. category: Optional filter: memory_pack | skill | template | connector. sort_by: "newest", "popular", "rating", "price_asc" or "price_desc" (default "popular"). price_filter: "free" or "paid" to only show that tier. limit: Max listings, 1-100 (default 20). Returns: {"listings": [...], "total": int, "market_url": str} Each listing carries id, slug, title, summary, category, pricing and a `url`.
    ConnectorNo auth
  • List the models this account can call, with modalities, capabilities and published rates. Use a returned model `id` (e.g. "qwen3.8-27b-lk") as `model` in send_message, generate_image or the OpenAI-compatible API.
    ConnectorOAuth
  • Compare 2-5 live SqueezeOS capabilities side by side using real metadata. Use this when an agent must choose between similar APIs, for example weighing price against coverage. Returns the same real endpoint and payment fields inspect_capability returns for each candidate; no fabricated composite score is produced. Read-only and idempotent; no side effects. On error, returns a structured error. For example, compare two web-reader capabilities before routing a research task.
    ConnectorNo auth