MCP Tool Integration · Public

memtomem-stm

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

MCPTool callingHost configurationPermission boundariesAcceptance checks

Best fitDevelopers who need Claude, Cursor, Codex, or another MCP-capable AI host to call external tools safely.

Check whether this project matches your task before installing it.

What it can doMCP setup guidance, host configuration checks, tool permission boundaries, recovery steps, and acceptance checks

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

GitHub snapshot4 stars

6 forks · 6 contributors

Doramagic.ai Last verification date: 2026-07-04 Verification method: source evidence, semantic profile, public page gate, and static build acceptance.

Official first step Read manual preview Source repository

Publication status · 2026-07-04

What is memtomem-stm?

memtomem-stm helps connect external tools, services, or data sources to AI hosts that support MCP.
Best fit: Developers who need Claude, Cursor, Codex, or another MCP-capable AI host to call external tools safely.
Not for: Not for users who cannot change host configuration, grant tool permissions, or isolate network, file, and credential access.
Capability added to an AI workflow: MCP setup guidance, host configuration checks, tool permission boundaries, recovery steps, and acceptance checks
First safe verification step: Verify the MCP server command, permission scope, and rollback path in a non-primary host configuration first.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: Developers may expose sensitive permissions or credentials: ci: supply-chain hardening — dependency audit, Dependabot, action SHA pinning, top-level workflow permissions
Evidence base: https://github.com/memtomem/memtomem-stm, https://github.com/memtomem/memtomem-stm#readme, Human Manual, Pitfall Log

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forDevelopers who need Claude, Cursor, Codex, or another MCP-capable AI host to call external tools safely.

Match the project to your task before installing it.

CapabilityMCP setup guidance, host configuration checks, tool permission boundaries, recovery steps, and acceptance checks

MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.

Repositorymemtomem/memtomem-stm

4 stars · 6 forks

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Introduction & System Architecture

Related topics: Proxy Pipeline: Clean, Compress, Cache, Memory Surfacing & LTM Integration

Source: https://github.com/memtomem/memtomem-stm / Human Manual

Proxy Pipeline: Clean, Compress, Cache

Related topics: Introduction & System Architecture, Memory Surfacing & LTM Integration, CLI, Configuration, Daemon & Known Limitations

Source: https://github.com/memtomem/memtomem-stm / Human Manual

Memory Surfacing & LTM Integration

Related topics: Introduction & System Architecture, Proxy Pipeline: Clean, Compress, Cache, CLI, Configuration, Daemon & Known Limitations

Source: https://github.com/memtomem/memtomem-stm / Human Manual

CLI, Configuration, Daemon & Known Limitations

Related topics: Introduction & System Architecture, Proxy Pipeline: Clean, Compress, Cache, Memory Surfacing & LTM Integration

Source: https://github.com/memtomem/memtomem-stm / Human Manual

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

Sources: https://github.com/memtomem/memtomem-stm, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

Stars4 stars

Forks6 forks

Contributors6 contributors

Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using memtomem-stm with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
proxy: upstream call_tool path has no circuit breaker — SECURITY.md clai
github / github_issue
02
tests: fill direct-coverage gaps — observability/tracing, mms/secrets, m
github / github_issue
03
proxy/relevance: embedding providers use synchronous httpx.post — blocks
github / github_issue
04
types: mypy burn-down — 9 errors in 4 files, then re-enable the attr-def
github / github_issue
05
decide: wire an index engine into the bundled mms server, or retire the
github / github_issue
06
cli: mms tune --apply — apply stm_tuning_recommendations to stm_proxy.js
github / github_issue
07
cli/docs polish batch: --json coverage, daemon run/start naming, status/
github / github_issue
08
observability: mms stats (disk-only) silently diverges from live stm_pro
github / github_issue
09
server: stderr-only logging — add optional rotating file log under ~/.me
github / github_issue
10
config: unknown keys are silently ignored and parse failures silently fa
github / github_issue
11
privacy: disabling privacy_scan_enabled silently sends raw upstream text
github / github_issue
12
ci: supply-chain hardening — dependency audit, Dependabot, action SHA pi
github / github_issue

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

pip install memtomem-stm

Official start command · https://github.com/memtomem/memtomem-stm#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

memtomem-stm Manual

ProxyManager orchestrates the request lifecycle for each upstream tool call. Eligibility filtering removes tools that the local configuration (per-tool regexes, call counters, retention fl...

Open the full manual

https://github.com/memtomem/memtomem-stm Project Manual
Table of Contents
Introduction & System Architecture
Related Pages
Purpose and Scope
System Components
Request Pipeline & Data Flow
Configuration, Logging, and Observability

Introduction & System Architecture

Related topics: Proxy Pipeline: Clean, Compress, Cache, Memory Surfacing & LTM Integration

Source: https://github.com/memtomem/memtomem-stm / Human Manual

Proxy Pipeline: Clean, Compress, Cache

Related topics: Introduction & System Architecture, Memory Surfacing & LTM Integration, CLI, Configuration, Daemon & Known Limitations

Source: https://github.com/memtomem/memtomem-stm / Human Manual

Memory Surfacing & LTM Integration

Related topics: Introduction & System Architecture, Proxy Pipeline: Clean, Compress, Cache, CLI, Configuration, Daemon & Known Limitations

Source: https://github.com/memtomem/memtomem-stm / Human Manual

CLI, Configuration, Daemon & Known Limitations

Related topics: Introduction & System Architecture, Proxy Pipeline: Clean, Compress, Cache, Memory Surfacing & LTM Integration

Source: https://github.com/memtomem/memtomem-stm / Human Manual

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start EvidenceREPO_INSPECTION.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.

high

Security or permission risk requires verification

Developers may expose sensitive permissions or credentials: ci: supply-chain hardening — dependency audit, Dependabot, action SHA pinning, top-level workflow permissions

high

Security or permission risk requires verification

Developers may expose sensitive permissions or credentials: privacy: disabling privacy_scan_enabled silently sends raw upstream text to external LLM providers — warn loudly; consider entropy heuristic

high

Security or permission risk requires verification

Developers may expose sensitive permissions or credentials: tests: fill direct-coverage gaps — observability/tracing, mms/secrets, mms/detect, cli/daemon_cmd, relevance embedding paths

medium

Installation risk requires verification

Developers may fail before the first successful local run: proxy: upstream call_tool path has no circuit breaker — SECURITY.md claims per-upstream breaker isolation

medium

Installation risk requires verification

Upgrade or migration may change expected behavior: v0.1.29

medium

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.