MCP server: One MCP server.

briar

@iklobatoMCP server · External

Local knowledge store built from GitHub, Jira, Linear and cloud history, served over MCP.

Issue trackingv1.1.79MITPython
Freeno charge per call

Runs on your machine from its package; the steps are below.

What it does

  1. Reads
  2. Writes
  3. High impact

Not assessed yet.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Runs locally over stdio

This server isn't hosted — your MCP client launches it from a package registry. Use one of the commands below, or drop the config into your client (e.g. Claude Desktop).

Dockerdocker.io/iklob1/briar:1.1.79

Run

docker run -i --rm docker.io/iklob1/briar:1.1.79

MCP client config

{
  "mcpServers": {
    "briar": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/iklob1/briar:1.1.79"
      ]
    }
  }
}
README8 min read

briar is a command-line tool that runs on your own machine. It does two things:

  1. It reads what is going on in your team's tools (GitHub or Bitbucket, Jira or Linear, AWS, Fireflies) and saves it as markdown "knowledge".
  2. It runs AI coding agents that use that knowledge. One agent takes a ticket and opens a draft PR. Another fixes the review comments on a PR.

There is no briar server and no account. briar talks only to the services you set up: your code host, your tracker, your cloud, and your LLM provider. Your credentials stay in a file on your machine.

Install

bash
pip install briar-cli
briar version

You get briar-cli 1.1.75 (or newer). briar needs Python 3.10 or later.

The base install covers GitHub, Bitbucket, AWS, Jira, Linear, Fireflies, Anthropic (Claude) and AWS Bedrock, with a file or Postgres store. It also runs the coding agents. Extras add more:

bash
pip install 'briar-cli[mcp]'      # briar mcp serve, briar chat, MCP tools for agents
pip install 'briar-cli[all]'      # everything below

The extras are [openai], [gemini], [mcp], [gcp], [azure] and [vault].

To run briar agent or briar plan run you also need git and the GitHub CLI gh, because the agent runs them.

The [mcp] extra adds three things:

  • briar mcp serve and briar chat. They do not start without it.
  • The tool servers listed under mcp: in a runbook. An agent run with such a runbook stops without the extra.
  • Two small helper tools for agents, "think" and "time". Without the extra, briar skips them, logs one warning and goes on.

Since 1.1.74 a plain install runs agents. Older versions stopped with MCP support requires the `mcp` package unless you passed --no-default-mcp.

Quickstart

bash
# 1. Save a GitHub token and Jira login. They go to ~/.config/briar/secrets.env
briar auth login github-pat --company acme
briar auth login jira-token --company acme

# 2. Give briar a Claude key. It reads it from your shell.
export ANTHROPIC_API_KEY=sk-ant-your-key

# 3. Read the repo's recent PRs and its tools into the blob knowledge:acme
briar extract --company acme --repo acme-co/acme-app \
    --include pr-archaeology --include codebase-conventions --max 50

# 4. Read what was saved
briar context get knowledge:acme

# 5. Print the agent's prompt for ticket ACME-42. No cost, nothing pushed.
briar agent implement --company acme --repo acme-co/acme-app \
    --ticket-key ACME-42 --tracker jira --dry-run

# 6. Run it for real: clone, branch, code, test, open a draft PR
briar agent implement --company acme --repo acme-co/acme-app \
    --ticket-key ACME-42 --tracker jira

After step 3 you have ./knowledge/knowledge/acme.md. After step 6 you have a branch chore/acme-42 and a draft PR on acme-co/acme-app.

Less typing with .briar.toml

Every setting is looked up in this order: the flag you type, then an environment variable, then .briar.toml, then the built-in default. The repo owner and name can also come from the git origin remote.

Write a starter file in your repo:

bash
briar init --company acme

You get a .briar.toml with the company, the store, and the repo taken from git. The [agent] part comes commented out. Uncomment it to set agent defaults:

toml
company = "acme"
store   = "file"

[repo]
owner    = "acme-co"
repo     = "acme-app"
provider = "github"

[agent]
model          = "claude-sonnet-4-6"
git_user_name  = "Acme Bot"
git_user_email = "bot@acme.com"

Inside that repo the commands get short:

bash
briar extract --include pr-archaeology
briar agent implement --ticket-key ACME-42

briar config show prints each setting and where it came from. briar doctor checks the config, git, credentials and store. eval "$(briar completion bash)" turns on tab completion (zsh works too). See setup.md.

Run with Docker

The image iklob1/briar has briar, the [mcp] extra, git and gh. Nothing else to install:

bash
docker run --rm iklob1/briar version

To work on a repo, mount it and your briar config folder:

bash
docker run --rm \
    -v "$PWD":/work -w /work \
    -v "$HOME/.config/briar":/home/briar/.config/briar \
    -e ANTHROPIC_API_KEY \
    iklob1/briar extract --company acme --include pr-archaeology
  • -v "$PWD":/work -w /work mounts your repo, so .briar.toml and ./knowledge work as on your machine.
  • -v "$HOME/.config/briar":/home/briar/.config/briar mounts the credentials that briar auth login saved.
  • -e ANTHROPIC_API_KEY passes a variable from your shell. Repeat -e for others. Saved credentials need no -e.

Some commands need more:

CommandAdd
auth login-it, because it asks you to paste a token.
dashboard-p 8080:8080, and --host 0.0.0.0 at the end.
mcp serve over stdio-i, so the MCP client can talk to it.
bash
docker run --rm -it -v "$HOME/.config/briar":/home/briar/.config/briar \
    iklob1/briar auth login github-pat --company acme

docker run --rm -p 8080:8080 -v "$PWD":/work -w /work \
    iklob1/briar dashboard --host 0.0.0.0

Run an agent in Docker

Since 1.1.75 the image can run briar agent and briar plan run. Add two keys and your git name and email:

bash
docker run --rm \
    -v "$PWD":/work -w /work \
    -v "$HOME/.config/briar":/home/briar/.config/briar \
    -e GITHUB_TOKEN -e ANTHROPIC_API_KEY \
    iklob1/briar agent implement --company acme --repo acme-co/acme-app \
    --ticket-key ACME-42 --tracker jira \
    --git-user-name "Dana Lee" --git-user-email dana@acme.com

It runs the same steps as on your machine: a branch chore/acme-42 and a draft PR on acme-co/acme-app. Add --dry-run to see the prompt first.

  • --git-user-name and --git-user-email give the commits your name and email. You can mount ~/.gitconfig instead, read-only: -v "$HOME/.gitconfig":/home/briar/.gitconfig:ro.
  • -e GITHUB_TOKEN lets git push and gh log in to GitHub. In the image, git asks gh for the login, and gh reads GITHUB_TOKEN.
  • -e ANTHROPIC_API_KEY is the Claude key. -e CLAUDE_CODE_OAUTH_TOKEN works too.
  • The Jira keys come from the mounted config folder.
  • --repo can also come from [repo] in the mounted .briar.toml.

Good to know:

  • A ~/.gitconfig from a Mac works. gh auth setup-git writes the path of gh on your machine into it (/usr/local/bin/gh or /opt/homebrew/bin/gh). Since 1.1.79 the image has gh at both paths. Before that, the push failed with "gh: not found".
  • briar can also read owner and repo from the mounted repo's git origin remote. Since 1.1.79 this works whoever owns the folder. Before that, on Linux, git refused a folder not owned by uid 1000 ("detected dubious ownership"), and you had to pass --repo.
  • The image sets up the git login for GitHub only. For Bitbucket, run agents from a local install.
  • The image sets BRIAR_NO_DEFAULT_MCP=1, because it has no npx or uvx for the agent's helper tools. An image of your own that adds them can pass -e BRIAR_NO_DEFAULT_MCP=0.
  • The image is built for linux/amd64 only. On Apple Silicon, Docker runs it with emulation.
  • The container runs as user briar (uid 1000). On Linux, the folders you mount must be writable by that uid.
  • Tags are latest and each version, for example iklob1/briar:1.1.75.

Commands

Each command has a manual in agents/. The same reference, with more examples, is at usebriar.com/docs.

CommandWhat it doesManual
briar extractReads your tools into a knowledge blob (23 extractors).extract.md
briar agent implementTakes one ticket and opens a draft PR.agent.md
briar agent prfixFixes and answers the review comments on one PR.agent.md
briar planTurns a Jira or GitHub Projects board into a plan, then runs it card by card.plan.md
briar runbookRuns extractors from a YAML file, once or on a schedule.runbook.md
briar contextReads, writes, lists and deletes knowledge blobs.context.md
briar scaffoldWrites a JSON config bundle for an agent workflow.scaffold.md
briar authSaves credentials (login, logout, list, status, refresh).auth.md
briar secretsShows which credentials are missing (doctor, bootstrap).creds.md
briar journalShows the decisions that plan run and scaffold recorded.journal.md
briar dashboardServes a read-only status page.dashboard.md
briar mcp serve, briar chatServes briar as MCP tools, or drives them from a chat in your terminal.mcp.md
briar init, config show, doctor, completionSetup helpers.setup.md
briar telemetryShows or changes what usage data is sent.telemetry.md
briar versionPrints the version.version.md

Recipes that chain these commands are in flows.md. A runbook that uses every feature is examples/all_features.yaml.

Three flags work with every command, anywhere on the line:

FlagWhat it does
--format table|json|yaml|csv|quietOutput shape. Lists default to table, single records to json.
--verbose, -vDebug logs on stderr. BRIAR_VERBOSE=1 does the same.
--version, -VPrint the version and exit.

Telemetry

briar sends error reports and usage counts by default. No prompts, file contents, ticket keys, repo names, paths or secret values leave your machine. Turn it off with briar telemetry off, BRIAR_TELEMETRY=off or DO_NOT_TRACK=1.

License

MIT. See LICENSE.

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