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AI · alternatives · 2026

24 alternatives to Heimdall

Open Source Observability Platform for MCP Servers & Apps

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1
    Heimdall▲126

    Hey HN, We built Heimdall (heimdallspace.com) because the existing tools for space situational awareness are genuinely painful to use: clunky interfaces, fragmented data sources, slow rendering. The ones that aren't are locked behind enterprise solutions. We thought the foundation of this should be open and accessible. The goal is a satellite observability platform: one place that gives operators complete, real-time insight into their assets and the orbital environment around them. Today's release is the foundation—aggregating and rendering the full public space catalog (30,000+ objects) in…

    Feb 2026 · heimdallspace.com · its alternatives →

  2. 2

    Open-source LLM Observability for Developers

    2024 · helicone.ai · its alternatives →

  3. 3

    Sync memory across AI's so they pick up where you left off.

    2025 · mem0.ai · its alternatives →

  4. 4
    Latitude▲685

    Open-source AI agent monitoring platform. Full observability into what

    2024 · latitude.so · its alternatives →

  5. 5

    OpenTelemetry-native observability for agents and LLMs

    Aug 2026 · openobserve.ai · its alternatives →

  6. 6

    Self-hosted monitoring made simple for SaaS teams.

    Dec 2025 · its alternatives →

  7. 7

    Make AI IDEs even smarter with your team’s knowledge

    2025 · its alternatives →

  8. 8

    Self-hosted personal email guardian with one-step deployment - fterh/heimdall

    2020 · github.com · its alternatives →

  9. 9
    mTarsier▲188

    Open-source platform for managing MCP servers and clients

    Mar 2026 · mtarsier.com · its alternatives →

  10. 10
    Spanly▲77

    Hi HN, I'm Tim, solo founder of Spanly (https://spanly.com). I spent the last year working on MCP gateways, and debugging them with nothing better than HTTP-level APM was painful. Spanly runs its own MCP server and monitors it with itself, so I've been the first user of everything below. Spanly is observability for MCP servers, the protocol that lets agents like Claude and Cursor call your product's tools. It's a sidecar proxy, so it works with any language and requires zero code changes. Live demo (no signup): https://app.spanly.com/share/demo Sidecar source…

    Jun 2026 · spanly.com · its alternatives →

  11. 11

    Browser-based MCP server testing with AI chat integration

    Oct 2025 · starbase.sh · its alternatives →

  12. 12

    Vibe-code MCP-ready tools for any AI Agent

    2025 · its alternatives →

  13. 13

    Hey HN, Nir, Gal and Tomer here. We’re open-sourcing a set of extensions we’ve built on top of OpenTelemetry that provide visibility into LLM applications - whether it be prompts, vector DBs and more. Here’s the repo: https://github.com/traceloop/openllmetry. There’s already a decent number of tools for LLM observability, some open-source and some not. But what we found was missing for all of them is that they were closed-protocol by design, vendor-locking you to use their observability platform or their proprietary framework for running your LLMs. It’s still early in the…

    2023 · github.com · its alternatives →

  14. 14
    MCPTotal▲179

    Secure MCP servers that just work

    Dec 2025 · a16y.ai · its alternatives →

  15. 15
    Foglamp▲101

    The missing observability layer for AI agents built on the Vercel AI SDK. Costs, latency, tokens, distributed traces, evals, and alerts for every generateText / streamText call — in two lines.

    Jun 2026 · foglamp.dev · its alternatives →

  16. 16

    Give AI agents access to real-time data across 200+ apps

    May 2026 · apideck.com · its alternatives →

  17. 17

    This is an open‑source Model Context Protocol (MCP) server that gives any LLM a sense of the passage of time. Most MCP demos wire LLMs to external data stores. That’s useful, but MCP is also a chance to give models perception — extra senses beyond the prompt text. Six functions (`current_datetime`, `time_difference`, `timestamp_context`, etc.) give Claude&#x2F;GPT real temporal awareness: It can spot pauses, reason about rhythms, and even label a chat’s “three‑act structure”. Runs locally in <60 s (Python) or via a hosted demo. If time works, what else could we surface? - Location &#x2F;…

    2025 · github.com · its alternatives →

  18. 18

    Free MCP for security AI: live BGP, DNS, threat graph

    May 2026 · whisper.security · its alternatives →

  19. 19

    Hi HN! We’re Theodore and Louis, founders of Armature (YC P26). We reconstruct the entire session behind the MCP tool calls you receive, including what the user asked their agent to do and what the agent thought. You wrap your MCP in 3 lines of code (our SDK is available in Typescript, Python and Go) and start seeing in your dashboard: - All sessions reconstructed: it’s like reading the real conversation the user had inside Claude or ChatGPT! - A ranking of your MCP most popular use cases, built from sessions clustering - The most frequent issues your users’ agents encounter so you can fix…

    Aug 2026 · armature.tech · its alternatives →

  20. 20

    Global APIs as MCP powered by AI Gateway

    2025 · mcp.higress.ai · its alternatives →

  21. 21

    Heimdall is RejiCo's cloud data and ML platform with Lake, Lab, no-code ML, Forecast, and Loop — not the Norse guardian or Marvel character.

    2023 · heimdallapp.org · its alternatives →

  22. 22
    TraceLLM▲100

    OpenTelemetry for production AI applications

    Jul 2026 · tracellm.in · its alternatives →

  23. 23

    Search your highlights and notes inside Claude and ChatGPT

    Aug 2026 · glasp.co · its alternatives →

  24. 24

    Let your AI agents trigger communication without any code

    2025 · exotel.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →