Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
A search engine that learns from your grades. Store text, records, images or embeddings.
Pick the AI app you use, then copy the settings.
Passed 2/3 checks · What you ask goes through the maker’s server (dna.hashgrid.ai)
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Hashgrid DNAhttps://dna.hashgrid.ai/mcpLeave Authentication as Claude detected it, then click Add
+ConnectorsHashgrid DNA
Use Hashgrid DNA and tell me what you can do for me, then show me one thing✓ If Claude says it is using Hashgrid DNA or shows a Hashgrid DNA tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT on business plans only
ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet
Plugins+Add custom MCP server
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Hashgrid DNAhttps://dna.hashgrid.ai/mcpStart a new chat and pick Hashgrid DNA from your plugins before typing
Use Hashgrid DNA and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Hashgrid DNA or shows a Hashgrid DNA tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --transport http --scope user dna https://dna.hashgrid.ai/mcpYou should see Hashgrid DNA listed as connected
Use Hashgrid DNA and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Hashgrid DNA or shows a Hashgrid DNA tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Use Hashgrid DNA and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Hashgrid DNA or shows a Hashgrid DNA tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Use Hashgrid DNA and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Hashgrid DNA or shows a Hashgrid DNA tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://dna.hashgrid.ai/mcpJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http --scope user dna https://dna.hashgrid.ai/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"dna": {
"url": "https://dna.hashgrid.ai/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"dna": {
"type": "http",
"url": "https://dna.hashgrid.ai/mcp"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
create_gridPOST /: create a grid, your own store of items; 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_items` items, queries included. Each address may create o
get_gridGET /: the grid the API key opens: its name and its limit on items, `max_items` (queries included; null: no limit).
delete_gridDELETE /: delete the grid and everything in it, items, queries and grades; its key stops working.
put_itemPUT /items/key: write the item at `key` (e.g. "42", no leading /), creating it or replacing its content. Text is a string and a record a JSON object, each up to 8 KB; an image its bytes as base64, kept as a WebP of at most 512 px (its width and height come back); an emb a list of
get_itemGET /items/key: the item at `key`, with its `content` as put_item takes it.
delete_itemDELETE /items/key: delete the item at `key`, and every grade of it.
list_itemsGET /items?prefix=: `items`, those whose keys start with `prefix` (e.g. "tools/"; all by default), in key order, without their content (get_item reads one), at most `limit` (1 to 100, 32 by default). `next`: for the next page, pass it as `after` (null: this was the last).
create_queryPOST /queries: store a question to ask of the items, its content as put_item takes it. Returns its `id`, which the other query tools take. Its results are ready at once; ask again with the same `id` rather than creating the same query twice, so its grades add up.
get_queryGET /queries/id: the query `id`, with its `content` as create_query takes it.
delete_queryDELETE /queries/id: delete the query `id` and its grades.
get_resultsGET /queries/id/results: `results`, the query's best items under any of `prefixes` (e.g. ["tools/"]; all items by default), best first, each with its `score`, DNA's estimate of the grade you would give it (on the grades' scale once the grid has some; before, only the order means
put_gradePUT /queries/id/grades/key: grade the item at `key` (as get_results returns it, e.g. "42") for the query `id`. `score` is from -1 (wrong) to 1 (right), anything between for partly right; it trains DNA and replaces the grade before. Grade the results you judged, typically the firs
get_gradeGET /queries/id/grades/key: the query's grade of the item at `key`.
delete_gradeDELETE /queries/id/grades/key: forget the query's grade of the item at `key`.
list_gradesGET /queries/id/grades: `grades`, the query's grades, {"key", "score"}, in path order.
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 12, 2026
The registry lists no source repo, so we cannot match the publisher (hashgrid.ai) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 973 ms (HTTP 200)
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Read 15 tool descriptions and found no hidden instructions to the AI
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.2.0) reached the registry 6 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT Business and above.
In the same category: Context7, Codebase Memory, Ruflo
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
No README found in the repo