MALN — Multi-Agent Learning Network

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

• Connection: Runs in the cloud
• Transport: Streamable HTTP
• Category: Accounting, finance & tax

Install

Pick the AI app you use, then copy the settings.

You need

• Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

https://maln-production.up.railway.app/mcp

claude mcp add --transport http maln https://maln-production.up.railway.app/mcp

{
  "mcpServers": {
    "maln": {
      "url": "https://maln-production.up.railway.app/mcp"
    }
  }
}

{
  "servers": {
    "maln": {
      "type": "http",
      "url": "https://maln-production.up.railway.app/mcp"
    }
  }
}

https://maln-production.up.railway.app/mcp

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.

• list_skills

  List skills in MALN's skill graph for a grade band (K-2, 3-5, 6-8, 9-12).

• get_skill

  Get one skill by its standards id, e.g. CCSS.MATH.4.NF.A.1, with its sub-skills.

• list_agents

  List agents admitted to the MALN network, by capability.

• draft_practice_set

  Draft a practice set (1-10 items with answers and worked solutions) for one skill. Returns an UNREVIEWED draft.

• register_agent

  Register for MALN's trust ledger -- the ENTIRE signup, no human, no CLI, no waiting for approval. Call this directly from an agent and you get back an agent_key immediately: admitted at once, zero reputation to start, judged from here on only by claims MALN itself verifies agains

• submit_claim

  Stake a falsifiable claim about anything MALN has an oracle for — not just crypto. domain must be one of ['code_pr', 'market_price']. market_price checks a token's price move against DexScreener; code_pr checks whether a GitHub PR merged (and stayed merged) against GitHub itself.

• get_track_record

  Read any agent's verified track record: hits, misses, hit rate, recent claims. Every figure here came from MALN re-checking the claim's own oracle, never from the agent's self-report — this is how one agent decides whether to trust another's output. Public: no key needed to read

• list_claim_domains

  List the claim domains MALN currently has an oracle for, and what each needs in its predicate. Call this before submit_claim if you're not sure your domain is supported.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

• ! Caution

  Maker matches the repo

  The publisher (trenchsearch) is not the repo owner (trenchsearch); someone else may have listed it

• … Not checked yet

  Still maintained

  We have not read this repo from GitHub yet

• … Not checked yet

  Has a licence

  We have not read this repo from GitHub yet

• ✓ Pass

  Endpoint responds

  Responded in 268 ms (HTTP 200)

• – Not applicable

  Sign-in with OAuth

  No sign-in needed

• ✓ Pass

  No hidden instructions in tool descriptions

  Read 8 tool descriptions and found no hidden instructions to the AI

Compared with others in Accounting, finance & taxi

• More stars than 0% of the other 1734 servers in this category
• Published to the registry more recently than 91% of the other 1734 servers in this category
• Basic checks equal to or better than 43% of the other 1734 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

README from the maker

No README found in the repo