Token Compressor MCP

Remote MCP server for Claude / Claude Cowork that compresses long context, stores compact reusable summaries, retrieves relevant context by title/tag/query, estimates token savings, and deletes stored records.

Tools

• compress_context — compress pasted text without saving it
• save_context — save raw text and a compressed summary
• retrieve_context — retrieve saved compressed context by query, tag, title, or ID
• list_contexts — list saved records
• context_stats — show estimated savings
• delete_context — delete one record
• clear_contexts — delete all records

Related MCP server: Memory Cache MCP Server

Local setup

npm install
npm run dev

Local endpoints after start:

• MCP endpoint: http://localhost:3000/mcp
• Inspector: http://localhost:3000/inspector

Manufact deployment

Manufact / mcp-use projects support npm run dev, npm run build, npm run start, and npm run deploy. The mcp-use docs say local servers expose /mcp for MCP clients and /inspector for testing.

Recommended cloud settings:

Node version: 20+
Build command: npm install && npm run build
Start command: npm run start
MCP endpoint: https://<your-manufact-url>/mcp
Inspector: https://<your-manufact-url>/inspector

Claude Cowork usage

After deployment, add the remote MCP URL as a Claude custom connector.

Test prompts:

Use the token compressor MCP to compress this context without saving it:
[paste non-sensitive text]

Use the token compressor MCP to save this as "Test Context" with tags test, sample:
[paste non-sensitive text]

Retrieve the compressed context for Test Context.

Privacy note

This starter uses in-memory storage. Saved records disappear when the process restarts. That is intentional for a safer first version. Do not store confidential company data in a personal/free cloud server unless approved.