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MCP server · Developer Tools

Localagent

Local-first agent runtime for MCP workflows with explicit trust controls, replayable runs, and built-in evals.

Unclaimed MIT devtools
64Good

Scored 3 days ago · breakdown

About Localagent

Localagent is an MCP server published by CalvinSturm in the Developer Tools category: local-first agent runtime for MCP workflows with explicit trust controls, replayable runs, and built-in evals.

The repository has 31 stars and 6 forks, with the last commit 2 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/CalvinSturm/LocalAgent

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 4 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

v0.6.0-alpha.1v0.6.0-alpha.1 · 4 Jul 2026LocalAgent v0.6.0-alpha.1 LocalAgent v0.6.0-alpha.1 improves the core coding-agent loop with structured planning, read-only LSP code intelligence, replayable tool-result artifacts, replay artifact inspection, and bounded validator-driven…
v0.5.0v0.5.0 · 14 Mar 2026LocalAgent v0.5.0 Release Notes Release date: 2026-03-14 `v0.5.0` is a major runtime and architecture hardening release. It refactors large parts of LocalAgent's core runtime/tooling surfaces into smaller focused modules, strengthens…
v0.4.0v0.4.0 · 4 Mar 2026LocalAgent v0.4.0 Release Notes Release date: 2026-03-03 Highlights Completed Tool Call Accuracy delivery through PR12 with stricter runtime/tool contracts and deterministic behaviors. Added native `glob` and `grep` builtins for safe,…
v0.3.1v0.3.1 · 28 Feb 2026LocalAgent v0.3.1 Release Notes Release date: 2026-02-28 Highlights Simplified Learn Overlay flow for faster capture/review/promote operation. Improved TUI input ergonomics with caret visibility and arrow-key cursor navigation. Aligned…
v0.3.0v0.3.0 · 27 Feb 2026latest LocalAgent v0.3.0 Release Notes Release date: 2026-02-27 Highlights Shipped the full learn roadmap from capture through explicit promotion targets. Added assisted learning capture with provenance metadata and preview-first write…

README

LocalAgent

Local-first agent runtime for MCP workflows with explicit trust controls and replayable runs.

LocalAgent helps you get from curiosity to a working local agent workflow without fighting provider setup, unsafe defaults, or opaque failures.

It is built for the hard part of local agents: connecting on-machine LLMs to MCP tools in a way that is guided, inspectable, and operationally clear.

LocalAgent startup screen with mode selection and automatic provider detection.

Why LocalAgent

Most friction in local agents is operational.

LocalAgent narrows that gap with:

  • guided startup and provider auto-detection
  • interactive TUI chat for local agent workflows
  • explicit trust controls with approvals and audit trails
  • replayable artifacts and inspectable event logs
  • safe defaults with shell and write access disabled unless explicitly enabled
  • built-in eval workflows and reviewable run outputs
  • a beginner-friendly path without hiding advanced controls

Quick start

Start a supported local provider, then launch LocalAgent in the project directory you want to work in.

# 1) Install from the repo root
cargo install --path . --force

# 2) Launch LocalAgent in the workspace you want to work in
localagent

If your provider starts after LocalAgent is already open, press R in the startup screen to refresh provider detection.

Supported providers

  • Ollama
  • LM Studio
  • llama.cpp server

Common commands

One-shot task

localagent --provider ollama --model llama3.2 --prompt "Summarize src/main.rs" run

Interactive TUI chat

localagent --provider ollama --model llama3.2 chat --tui

Verify a provider

localagent doctor --provider ollama
localagent doctor --provider lmstudio
localagent doctor --provider llamacpp

Enable trust controls

localagent --trust on --provider ollama --model llama3.2 chat --tui

Enable shell and write tools only when you intentionally want side effects.

CLI note

Global flags come before subcommands. See the examples above and the CLI reference for full command syntax.

Safety model

LocalAgent is designed to make side effects explicit.

  • shell and write access are disabled unless explicitly enabled
  • --allow-shell-in-workdir is a narrower shell mode than --allow-shell
  • trust mode can enforce policy and approvals
  • persistent runs remain inspectable through artifacts and logs

The goal is not to remove every restriction. It is to make local agents usable without hiding risk.

Provider setup

Before running LocalAgent, start a supported local provider and make sure a model is available.

See: Provider setup

Installation

Build from source

cargo build --release

Binary output:

  • Windows: target/release/localagent.exe
  • Linux/macOS: target/release/localagent

Install globally from source

cargo install --path . --force

Releases

Prebuilt binaries are available in GitHub Releases.

For full install, updates, Windows troubleshooting, and verification steps, see:

Docs

Getting started

Runtime internals

Runtime policy

Additional docs

Contributing

Issues, feedback, and contributions are welcome.

Start here:

License

MIT

README fetched from the repository 4 days ago. The original is authoritative.

Questions

About Localagent

How do I install Localagent?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Localagent safe to use with an AI agent?

Its trust score is 64 out of 100 (good). It passes 5 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Localagent still maintained?

Yes — the latest release is v0.6.0-alpha.1 (4 Jul 2026), and the last commit was 2 months ago. The repository has 31 stars and 1 open issues.