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Claude Token Saver MCP

MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens

Connector by BlackFoil · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 4
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/blackfoil-claude-token-saver-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
5 read · 2 write · 0 delete · 4 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 11

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

  • configure_model_selector
  • cost_dashboard
  • get_metrics
  • list_loaded_models
  • recommend_model

Write 2 · Create, change, send or run things.

  • batch_offload
  • pull_model

Not yet classified 4 · We could not tell from the name and description.

  • auto_setup
  • compress_context
  • offload_work
  • preload_model

Tools (11)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • auto_setup

    Automate the full model setup flow: recommend the best model for a task category, download it if needed, and preload it into VRAM — all in one step.

  • batch_offload

    Submit multiple coding tasks as a batch to the local LLM. Tasks are processed sequentially or in parallel. Supports partial failure.

  • compress_context

    Compress/summarize large text content using a local LLM to reduce cloud token usage. Use for summarizing logs, large files, or verbose context before sending to Claude.

  • configure_model_selector

    View or modify model selector settings at runtime. Manage blocked models, license filters, and custom model recommendations.

  • cost_dashboard

    View cumulative cost savings and model usage statistics.

  • get_metrics

    Get server metrics in Prometheus text format or JSON. Includes request counts, latency, queue stats, cost savings, and health status.

  • list_loaded_models

    List all models currently loaded in VRAM with usage details. Shows VRAM usage, expiry time, and available slots.

  • offload_work

    Offload coding/text tasks to a local LLM (Ollama) to save Claude API tokens. Use for code generation, refactoring, formatting, boilerplate, and other routine tasks.

  • preload_model

    Preload a model into VRAM for warm inference. Sends an empty chat request with keep_alive to keep the model loaded during the session.

  • pull_model

    Download a model from the Ollama registry to local storage. Use this to install recommended models before preloading them into VRAM.

  • recommend_model

    Recommend the best local LLM model for a given task category based on system specs and installed models. Returns prioritized list with installation status and license info.

Signals

Stars
4
Forks
0
Open issues
0
Last commit
Mar 31, 2026 (7 months ago)
Last release
Mar 31, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.BlackFoil/claude-token-saver-mcp
Version
0.3.2
Auth
No auth
Packages
npm claude-token-saver-mcp
License
Apache-2.0
Repository
github.com/BlackFoil/claude-token-saver-mcp
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Claude Token Saver MCP. Agent Mart. https://agentmart.dev/connectors/blackfoil-claude-token-saver-mcp (last updated 2026-10-25)