tma1 — MCP Server by tma1-ai

by tma1-ai · MCP Server · ★ 101

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About tma1

TMA1 A monolith for your agent's loop. Silent until it talks back. TMA1 is local-first observability for LLM agents, powered by GreptimeDB. It records every LLM call on your machine, then routes what it sees back into the agent's next turn through hooks and MCP tools. One binary. No Docker. No Grafana. No cloud account. The name comes from TMA-1 (Tycho Magnetic Anomaly-1) in 2001: A Space Odyssey: the monolith buried on the moon, silently recording everything until you dig it out. What TMA1 Does TMA1 has two jobs: Show the human what happened. Tell the agent what it should notice before the next step. The dashboard gives you token usage, cost, latency, tool activity, full conversation replay, anomaly history, prompt evaluation, and SQL access to the underlying data. The agent loop gives Claude Code and Codex a compact block before each turn, can block when a HIGH-severity issue is still unresolved, and exposes seven MCP tools the agent can call on demand. Supported Sources Sessio

agent-loopagent-observabilityai-agentsclaude-codecodexcopilot-cligenaillm-observabilityllmopslocal-first

Quick Facts

Stars101
Forks11
LanguageGo
CategoryMCP Server
LicenseApache-2.0
Quality Score69.1209727042815/100
Open Issues4
Last Updated2026-06-25
Created2026-03-13
Platformsclaude-code, cli, codex, go, mcp
Est. Tokens~18k

Compatible Skills

These tools work well together with tma1 for enhanced workflows:

  • agent-trace — semantic(0.38)+complementary+rare_topics+similar_pop+shared_platform (62%)
  • logfire — semantic(0.52)+complementary+rare_topics (53%)

tma1 alternative? Top 6 similar tools

Looking for a tma1 alternative? If you're comparing tma1 with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • langfuse-mcp by avivsinai · ⭐ 97

    A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanc

  • agent-skills by dash0hq · ⭐ 62

    OpenTelemetry skills and reference documentation for AI coding assistants - instrumentation patterns, telemetr

  • agent-skills by jdrhyne · ⭐ 238

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • maestro by ReinaMacCredy · ⭐ 203

    Agent harness for codebases. Gives Claude Code, Codex, and CI a shared task system, verdict ledger, and state

  • bitrouter by bitrouter · ⭐ 190

    An open-source agentic LLM gateway & router that cost-optimize your agentic workflows in your way. works with

  • idun-agent-platform by Idun-Group · ⭐ 185

    🟪 Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready FastAPI service. Bun

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Go Agent Tools

Frequently Asked Questions

What is tma1?

tma1 is Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.. It is categorized as a MCP Server with 101 GitHub stars.

What programming language is tma1 written in?

tma1 is primarily written in Go. It covers topics such as agent-loop, agent-observability, ai-agents.

How do I install or use tma1?

You can find installation instructions and usage details in the tma1 GitHub repository at github.com/tma1-ai/tma1. The project has 101 stars and 11 forks, indicating an active community.

What license does tma1 use?

tma1 is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to tma1?

The top alternatives to tma1 on Agent Skills Hub include langfuse-mcp, agent-skills, agent-skills. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

View on GitHub → Browse MCP Server tools