Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Find customers, research each one and draft the outreach. Nothing sends without approval.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.selda.ai/api/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http selda https://mcp.selda.ai/api/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"selda": {
"url": "https://mcp.selda.ai/api/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"selda": {
"type": "http",
"url": "https://mcp.selda.ai/api/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.selda.ai/api/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 selda.ai 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.5.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Connect an AI client to a Selda workspace.
Others sell you a tool. Selda builds your sales machine: it watches for the moment worth reaching out, researches each company, writes the message in your customer's language, sends it from your own inbox and brings the reply back to you. A person approves every send. This repository is the machine readable documentation for driving that engine from outside the app, over the Model Context Protocol or plain HTTP.
MCP and the API are on every plan, the free one included. There is no tier to reach before you can connect a client — see Keys, scopes and isolation for what a key on a free workspace can do.
The narrative documentation lives at [docs.selda.ai/reference/mcp](https://docs.selda.ai/reference/mcp). When the two disagree, the live capability manifest described below is right.
| You want to | How |
|---|---|
| Read your workspaces, leads, campaigns and threads from an AI client | Connect the hosted server, then just ask |
| Push research you already did into Selda so it writes from your material | selda_add_lead with an analysis field, or upload files and import them |
| Run the full pipeline from a brief and read the drafts it produced | selda_run_pipeline, then poll selda_get_run_status |
| Receive replies as they arrive instead of polling | Register an outbound webhook for reply.received |
| Have an arriving enquiry answered before anyone looks at it | selda_ingest_event with autoAdvance, then listen for draft.ready |
| Put a picture in a message, a different one per lead | mediaImageUrl on selda_add_lead / selda_add_leads / selda_ingest_event, with mediaLinkUrl to make it clickable |
| Send a file with a message, or with every message in a campaign | selda_upload_file, then selda_attach_files with a leadId or a runId |
| Clear the rows a trial install left behind | selda_delete_lead, or selda_merge_leads for a duplicate |
Nothing here sends outreach. A script can build a campaign all the way up to drafted messages. A human presses send, in the Selda app. There is no function that launches a campaign's sends, and there is no flag that turns that off.
This is not a limitation we plan to remove. It is the product's central claim: Selda recommends, the human decides.
Add this as a custom connector:
https://mcp.selda.ai/api/mcp
The server advertises OAuth, so the client walks you through logging in and picking a workspace. Nothing to paste.
Create a key in the Selda app under Settings → Connections → MCP server. The full key is shown once.
claude mcp add --transport http selda https://mcp.selda.ai/api/mcp \
--header "Authorization: Bearer $SELDA_API_KEY"
Any other MCP client that reads a config file takes the same URL and the same header.
A key is sk_live_… (live) or sk_test_… (sandbox). Only a SHA-256 hash of it is ever stored, so a lost key is revoked, never recovered.
| Scope | Grants |
|---|---|
read | read operations |
write | write operations |
pipeline | pipeline and engine actions, which cost credits |
Every call is bound to the organization that owns the key. The org id is injected server side from the validated key and an orgId in your request body is ignored. One organization's key cannot reach another organization's data.
Every plan can connect, the free one included. Creating a key is not gated on a tier or an invoice. A workspace standing in test mode always mints sk_test_; a workspace approved for live always mints sk_live_. The prefix states the environment and grants nothing on its own — every gate reads the stored environment and the workspace's live entitlements, re-resolved on each request.
So on a free workspace you get a test key that reaches the whole surface except the handful of functions that spend money or resolve real people. That is enough to build the entire integration before anything is real. The capability manifest is the authority on which functions a given key may call.
The MCP tools are a curated front end over an HTTP API you can call directly.
The base is https://api.selda.ai.
| Endpoint | Method | Purpose |
|---|---|---|
/mcp/query | POST | reads |
/mcp/mutate | POST | writes |
/mcp/run | POST | pipeline and engine actions |
/mcp/material/upload | POST | raw file bytes in, a storage id out |
/mcp/capabilities | GET | the capability manifest, no key needed |
Every one of these also answers on a /v1/ alias — /v1/mcp/query, /v1/mcp/mutate, /v1/mcp/run, /v1/mcp/material/upload, /v1/mcp/capabilities — pointing at the same handler. The unversioned paths are kept for good and will not break; /v1/ is the seam where anything that changes behaviour would appear, so prefer it in something long-lived.
The body is always { "fn": "...", "args": { ... } }. A success is { "value": … }; a failure is { "error": { "type", "code", "message", "request_id" } } with a non-200 status.
There is also a URL per operation, if that is what your client wants: GET /v1/leads, POST /v1/leads, POST /v1/runs/{runId}/confirm-companies and sixty-odd more, with an OpenAPI 3.1 document. Same dispatcher, same key check, same scope check, same refusals, so neither form can reach what the other declines. That surface is documented in Selda-rest-api. Use it when you are writing code; use this repository when you are connecting an AI client.
Discover the base URL and the current function list from the manifest rather than hardcoding either. See examples/ for a client that does exactly that in about forty lines.
You probably already produce per-prospect research somewhere else. Two ways to bring it in, and both make Selda write from your material instead of crawling from scratch.
One company you already researched:
curl -X POST "$SELDA_API_BASE/mcp/mutate" \
-H "Authorization: Bearer $SELDA_API_KEY" \ -H "Content-Type: application/json" \ -d '{"fn":"leads.add","args":{ "projectId":" ", "company":"Filterit Oy", "email":"etunimi@filterit.fi", "analysis":"They run three production lines and posted about downtime in March..." }}'
A folder of files, one folder per company: upload each file with an X-Selda-Path header, then import the returned storage ids. The leading folder in the path is how Selda maps a file to a company, so boreo/filterit/analyysi.pdf belongs to Filterit.
Importing material creates the campaign and the company list and stops there. Giving Selda your material is permission to read it, not permission to run a campaign. An autoAdvance argument lets a script grant the next stages one at a time, and even then it cannot send.
| Path | What it is |
|---|---|
schemas/capabilities.json | Every function, generated from the live service |
examples/ | A minimal working client, no dependencies |
skills/ | Loadable skills that teach an AI client how to use Selda well |
CHANGELOG.md | Changes to the tool surface, so an integration does not break silently |
schemas/capabilities.json is generated from GET /mcp/capabilities, which is itself derived from the same dispatch tables the endpoints run on. It cannot describe a function that does not exist, and it cannot omit one that does. Each entry carries its fn, endpoint, scope, one-line summary, the MCP tools that wrap it, whether a sandbox key may call it, why not when it may not, and any extra entitlement it needs.
If the file and the live endpoint ever disagree, the endpoint is right and this repository is stale. Fetch it yourself in anything long-lived.
Of the 72 functions the manifest published on 30.8.2026, 65 were open to a sandbox key and 7 were not. Those figures move whenever the surface does, so read them off GET /mcp/capabilities rather than off this paragraph — the manifest is authoritative and this number is a snapshot.
The line is not "reads versus writes". A sandbox key can read the whole workspace and push your own data in: add leads with your own research, write the Brain, upload material, import it, draft against it. That is the whole product in test mode, and it is how you build something worth paying for before you pay.
What a sandbox key cannot do is make the engine produce new contact data or reach a real person:
| Function | Why it costs |
|---|---|
company.lookup | resolves real people through paid data providers |
leads.enrich, leads.enrichBatch | same, per lead |
engine.start | discovery: web search, crawls, per-lead spend |
connectors.sync | pulls and enriches from an outside source |
runs.confirmCompanies | confirms a run's company list, which starts the paid work |
runs.startFromLeads | writes a message per lead you pushed in |
material.import with autoAdvance | the grant carries the run into contact lookup |
The question these ask is who pays, not which prefix you hold. A sandbox key belonging to a workspace that already has the API on its plan, with its invoice paid, may call every row above and spends that workspace's own credits doing it. The refusal is aimed at a free account scripting Selda into a contact-data API at Selda's expense — not at a paying customer working in a sandbox. material.import is the one row that is conditional on its arguments rather than on the function, so it reports sandboxAllowed: true in the manifest and refuses only when autoAdvance is passed.
This table listed messages.send until 20.8.2026. No such function exists in any dispatch table and none is planned — a live key buys the calls above, which spend money or reach a data provider, never the one that reaches a recipient. The line is corrected here rather than quietly deleted, because anyone who read it may have planned around it.
A refused call returns 403 with a code you can branch on and a sentence you can show a person. Creating a workspace is not on either list: it happens in the Selda app, and there is no function for it by any key.
Questions, or a tool you need that does not exist: docs.selda.ai/support.
MIT licensed. This repository contains documentation, examples and skills. It does not contain Selda's source code.