MCP.Market

Hashgrid DNA MCP server

online · 100% uptime
by hashgrid.ai·ai.hashgrid/dna·v1.1.0

A search engine that learns from feedback, over embeddings: one tool per API route.

B72/100grade B
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Safety scan
B72/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

Hashgrid DNA tools (13, 8 write)

write = sends, deletes, buys or posts
  • create_edgewrite actionFree

    POST /nodes/{nid}/edges, the search: from query node `nid`, the best node it has not been shown yet, among those whose key starts with `prefix` ("" for any), stored as a new edge: `id` is the found node's id, `score` is null until you score it (update_edge). Null when nothing is left. Call again for the next.

  • create_gridwrite actionFree

    POST /: create a grid, your own space of nodes and scores; no API key needed. Returns its `api_key`, shown only now: pass it as `api_key` to every other tool, or send it as the header `Authorization: Bearer hg-…`. It holds up to `max_nodes` nodes. Each address may create only a few grids a day.

  • create_nodewrite actionFree

    POST /nodes: add a node. An item gets a `key`, a path unique in the grid (e.g. "/items/42"), so searches can find it; a query gets none. `emb` is its embedding, 1 to 2048 floats from any model; use one model per grid. Returns its id and key (not its emb, to keep replies short; get_node has it).

  • delete_edgewrite actionFree

    DELETE /nodes/{nid}/edges/{eid}: forget a result, so it can be suggested again; its score no longer trains.

  • delete_nodewrite actionFree

    DELETE /nodes/{nid}: delete a node and every edge from or to it; its scores no longer train.

  • get_edgeFree

    GET /nodes/{nid}/edges/{eid}: one result of query `nid`, and its score (null if not scored).

  • get_gridFree

    GET /: the grid the API key opens: its name, and the most nodes it holds, `max_nodes` (null: no limit).

  • get_nodeFree

    GET /nodes/{nid}: a node, with its key (null if it has none) and its embedding `emb`.

  • list_edgesFree

    GET /nodes/{nid}/edges: a query's results so far, each an edge with the found node's `id` and its `score` (null if not scored), in id order. `limit` is 1 to 1024; for the next page, pass the last id as `cursor`.

  • list_nodesFree

    GET /nodes: the grid's nodes, each with its id, key and emb, in id order. `limit` is 1 to 1024; for the next page, pass the last id as `cursor`.

  • put_edgewrite actionFree

    PUT /nodes/{nid}/edges/{eid}: score how well node `eid` fits query `nid`, from -1 (wrong) to 1 (perfect), creating the edge if DNA never suggested it, e.g. scores you already have. Only scores train DNA; a new score replaces the last.

  • update_edgewrite actionFree

    PATCH /nodes/{nid}/edges/{eid}: score a result of query `nid` that create_edge returned, from -1 (wrong) to 1 (perfect). Only scores train DNA; a new score replaces the last.

  • update_nodewrite actionFree

    PATCH /nodes/{nid}: change a node. `key`: a new path, or null to remove it, so the node can no longer be found; leave it out to keep it. `emb`: a new embedding; leave it out to keep it. Its scores keep training, on the new embedding. Returns its id and key.

Public scan report

scanner v0.1.10 · 2026-10-27 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1498ms20/20
  • Tool poisoning13 tool descriptions checked15/15
  • Auth qualityAPI key sent as a header8/15
  • Maintenanceno repository listed3/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 72/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Hashgrid DNA compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
72/100
higher than 40% of 3,470 Web search servers
Tools
13
the typical Web search server has 5
Tools that change things
62%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
689 ms
faster than 19% of 2,238 Web search servers

What its tools let an agent do: 5 read · 3 create · 3 change · 2 delete

Install Hashgrid DNA in Claude Code, Cursor or VS Code

claude mcp add --transport http dna https://dna.hashgrid.ai/mcp
Add to Cursor

Hashgrid DNA: common questions

Is Hashgrid DNA MCP server safe?
Mostly: it is graded B (72/100). Read the Hashgrid DNA safety report
How do I install Hashgrid DNA?
It runs remotely at dna.hashgrid.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Hashgrid DNA need an API key?
Yes. The registry entry asks for Authorization.
Is Hashgrid DNA maintained?
The latest release is v1.1.0.
Is Hashgrid DNA up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Hashgrid DNA?
Servers from other publishers that do the same job: obsei MCP server, Free Search MCP server and Vexor MCP server.
How does Hashgrid DNA compare with other Web search MCP servers?
safety score 72/100 (higher than 40% of 3,470 Web search servers); tools 13 (the typical Web search server has 5); tools that change things 62% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Hashgrid DNA

Same job from other publishers: the closest match first, then the best rated.

  • obsei
    Self-hosted customer feedback with PII stripped at ingest: search, stats and themes with citations.
    A
  • Free Search
    No-API-key web search, page fetching and document reading across many engines. Local-first.
    B
  • Vexor
    A semantic search engine for files and code.
    B
  • Ref Tools
    Token-efficient search for coding agents over public and private documentation.
    A
  • Tenjin
    Search, read & publish paid essays. Pay-per-read in USDC on Base (x402); wallet-only, no account.
    B