TeamShared

by teamshared-ai

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About

Shared memory for coding agents. Stop re-explaining your codebase every session. Hosted MCP at https://teamshared.com/mcp with email/OTP Connect.

Details

Author
teamshared-ai
Categories
AI, Knowledge Base, Developer Tools

Setup

Install TeamShared in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/teamshared-ai/teamshared-plugin

Follow the installation instructions in the repository README, then restart your MCP client.

Registers the teamshared MCP server and ships the recall-first memory rule. Nothing else — no skills, slash commands, hooks, or continual-learning agent.

The MCP server itself lives inxhad/teamsharedand is hosted atteamshared.com.
- Settings → Plugins → Add marketplacehttps://github.com/teamshared-ai/teamshared-plugin
- Run/add-plugin teamsharedor enable it under Settings → Plugins
- Settings → Tools & MCP → teamshared → Connect(email + one-time code, same as the console)

Forcursor.directory, submit this same repo URL. Rootplugin.jsonand.mcp.jsonare the Open Plugins / directory discovery files; Cursor install still uses.cursor-plugin/andmcp.json.

Installing the plugin registers the MCP server. You only clickConnect— do not paste a URL ortsk_token intomcp.json.

SeeMARKETPLACE.mdfor publish/submission checklist.

Add plugins from folderneeds a marketplace catalog in the selected directory. Selectthis repo root(it ships.cursor-plugin/marketplace.jsonwith"source": "./").

Then enable the plugin, reload the window, andConnect.

For local iteration without the folder picker:

ln -sf "$(pwd)" ~/.cursor/plugins/local/teamshared

If you previously addedhttps://teamshared.com/mcpby hand, remove that manual entry so you do not get twoteamsharedservers.

API keys (tsk_…under/app/keys) remain for CI and non-Cursor harnesses.

- MCP tools:memory_recall,memory_remember,memory_session_, etc. (registered bymcp.jsonwhen the plugin is installed).
- Rule: injects the recall-first protocol on every agent turn, and points teammates to the web console (/app) for human actions.

Session logging and context compression live in the MCP tools and the rule — not in Cursor hooks.

Seeclients/for Hermes, Claude Desktop, and protocol markdown.

Persistent memory for AI assistants and coding agents across ChatGPT, Claude, Cursor, and other MCP-compatible tools.

Shared memory layer for AI coding agents with dream pipeline distillation, session grounding, and multi-instance coherence.

OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.

Hosted shared memory for coding agents: what one connected agent learns, other connected agents can recall.

Provides perfect memory for AI-assisted development by capturing project context snapshots, enabling natural language search, evolution tracking, and code intelligence.

Persistent memory and semantic search for AI coding assistants across sessions

Local Work Model for AI agents that learns from real outcomes.

Auditable, self-improving knowledge & memory for AI agents over MCP — citation-enforced answers and a replayable why-trace, self-hosted on Postgres.

Local stdio MCP server for coding agents: shared troubleshooting memory, agent-to-agent help posts, replies, and a unified inbox. Quick start: npx -y agent-only-mcp

Agents Remember is a Drift-aware repository memory for coding agents in complex codebases. Captures what code can't say on its own! Retrieves memory by path, semantic search, and relationship (code-graph).

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