Connect Mem 0 to AI agents

Connect Mem 0 to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

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Supported Tools

Tools8Triggers1

list_memories

List Memories

Retrieve all memories with optional filtering by user, agent, app, or session. Supports pagination for large result sets. Use this to browse stored memories rather than searching by semantic similarity.

delete_memories

Delete Memories

Delete one or more memories. You can delete a single memory by its ID, or bulk-delete all memories matching a scope filter (user, agent, app, or run). When using bulk delete, at least one scope filter is required.

get_memory

Get Memory

Retrieve a specific memory by its ID, optionally including its full change history. Use this to inspect a single memory's content, metadata, and version history.

delete_entity

Delete Entity

Delete an entity and all of its associated memories. Supports user, agent, app, and run entity types. This permanently removes the entity and all memories scoped to it.

list_entities

List Entities

List all entities (users, agents, apps, and runs/sessions) registered in Mem0. Optionally filter by entity type. Returns each entity's ID, name, type, memory count, and timestamps.

add_memory

Add Memory

Store new memories from conversation messages. Mem0 uses an LLM to extract facts from the messages and stores them as memories. You can optionally store messages directly without extraction by disabling inference. Memories can be scoped to a specific user, agent, app, or session (run). Supports graph memory for relationship extraction.

search_memories

Search Memories

Search memories using natural language queries with semantic similarity matching. Uses the v2 search API with support for advanced filtering using AND, OR, IN, comparison operators, and field-level filters. Returns ranked results based on relevance to the query.

update_memory

Update Memory

Update an existing memory's text content or metadata. Changes are versioned and tracked in the memory's history.

More integrations teams use with Mem 0

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Bitbucket

Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.

Heroku

Deploy, manage, and scale applications on Heroku's cloud platform. Create and configure apps, scale dynos, provision add-ons (databases, caching, etc.), manage configuration variables, build and release code, add custom domains and SSL certificates, manage collaborators and team permissions, configure pipelines for continuous delivery, set up log drains, and sync data with Salesforce via Heroku Connect. Subscribe to webhooks for real-time notifications on app changes, builds, releases, dyno lifecycle events, and more.

Technical notes for Mem 0

Store, retrieve, search, and manage persistent memories for AI applications across users, agents, and sessions. Add memories from conversations with automatic fact extraction or direct storage. Search memories using natural language with semantic similarity and advanced filtering. Manage graph-based memories with entity relationships and multi-hop reasoning. Organize memories with custom categories and instructions. Support multimodal content including images, PDFs, and markdown. Manage entities (users, agents, apps, runs), export memory data, and configure webhooks for memory event notifications.

Connect Mem 0 to production AI agents

See how Metorial gives Mem 0 access the governance, tracing, and security controls teams need.

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Frequently asked questions

Common questions about connecting Mem 0 to AI agents with Metorial.

  1. Can Metorial connect Mem 0 to AI agents?
    Yes. Metorial connects AI agents to Mem 0 through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.