Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Validate, search, graph, and safely author local Open Knowledge Format bundles.
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.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"okf": {
"command": "npx",
"args": [
"-y",
"@mfdaves/okf-mcp",
"--project",
"your-value",
"mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add okf -- npx -y @mfdaves/okf-mcp --project your-value mcp이 서버는 실행 명령어에 값을 넣어야 해서, 설정을 복사한 뒤 직접 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"okf": {
"command": "npx",
"args": [
"-y",
"@mfdaves/okf-mcp",
"--project",
"your-value",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 실행 명령어에 값을 넣어야 해서, 설정을 복사한 뒤 직접 채워 주세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"okf": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mfdaves/okf-mcp",
"--project",
"your-value",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 mfdaves 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
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.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.3.3)은 4개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
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
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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.
okf-mcp publishes Open Knowledge Format v0.2 from the systems that already hold the knowledge, and serves the result to agents. It is a local-first consumer, validator, graph index, CLI, and MCP server.
The part that is hard is writing to a catalog safely. A configured producer reads an external source and returns a candidate bundle; okf-mcp validates it, then publishes it under an ownership manifest that records exactly which files it owns. Hand-authored content is never adopted, a source that did not change rewrites nothing, and no producer output escapes its bundle. @mfdaves/okf-postgres reads PostgreSQL catalogs this way without reading a single table row.
Reading is the ordinary half. It consumes an OKF bundle directory of Markdown files with YAML frontmatter. An optional workspace mode can federate several bundles. Concepts are exposed through CLI commands and MCP resources and tools for validation, structured search, graph navigation, provenance inspection, and proposal-based authoring.
The core intentionally has no database, embeddings, build step, or hosted-service dependency. It uses js-yaml for safe YAML, CommonMark for Markdown structure, MiniSearch for in-memory BM25+ text retrieval, and the official Model Context Protocol TypeScript SDK v2 for stdio MCP. Local root mode makes no network calls. Optional remote loading fetches public Markdown concepts and only their explicitly referenced inert assets from GitHub. Nothing in the v0.2 computation support executes code or attests a receipt.
OKF v0.2 intentionally specifies a portable file format, not a serving or query runtime. okf-mcp keeps that boundary explicit:
| Area | Official OKF v0.2 | okf-mcp behavior |
|---|---|---|
| Bundle and identity | A directory tree of Markdown files; a Concept ID is its bundle-relative path without .md | --root maps directly to one bundle; okf:// is an optional workspace locator, not the portable Concept ID |
| Concept metadata | Required type; recommended title, description, resource, and tags; unknown keys are allowed | Preserves extension fields and unknown types while reporting normative conformance separately from workspace policy |
| Provenance and lifecycle | sources, usage_window, generated, verified, status, and stale_after | Normalizes these fields for search, provenance traversal, trust tiers, and deterministic freshness checks |
| References | Markdown links and path-valued resource, sources[].resource, computation, executor.resource, and attester.resource fields | Builds graph edges and bounded inert asset snapshots without executing or implicitly fetching referenced code |
| Attested Computation | Defines contract fields and an informative consumer flow while deferring runtime wire protocols and attester packaging | Statically inspects contracts and digests, checks declared parameter and receipt field names, and never executes or claims attestation |
| v0.1 compatibility | Allows timestamp fallback when the whole generated mapping is absent and # Citations fallback when the sources key is absent | Consumes both forms and adds review-only migration checks and proposals |
The following are okf-mcp extensions rather than requirements of the format:
okf.project.yaml workspaces and typed relationsid, aliases, and okf:// locatorsstrictLinksNode 22 or newer is required.
Install from the GitHub release:
git clone --branch v0.12.0-rc.1 https://github.com/mfdaves/okf-mcp.git
cd okf-mcp npm ci node bin/okf-mcp.js --root ./path/to/okf validate
Pin the published version for reproducible use:
npx -y @mfdaves/okf-mcp@0.12.0-rc.1 --version
npx -y @mfdaves/okf-mcp@0.12.0-rc.1 --root ./path/to/okf validate
For a persistent installation:
npm install --global @mfdaves/okf-mcp@0.12.0-rc.1
okf --version okf --root ./path/to/okf validate okf-mcp --root ./path/to/okf mcp
To work from the current source branch:
git clone https://github.com/mfdaves/okf-mcp.git
cd okf-mcp npm ci npm test node bin/okf-mcp.js --version
--root accepts one local OKF bundle directory and is the recommended okf-mcp interface for a single bundle. The portable identity of each concept is its extensionless path inside that root.
--bundle accepts either a path or id=path. Multiple flags remain supported for compatibility. --project and its bundles: list are an optional okf-mcp federation/authoring extension, not part of OKF v0.2.
--remote-bundle accepts id=https://github.com/ / /tree/ / . It fetches public Markdown first, then only bundle-local files explicitly named by standard v0.2 resource fields. Remote content remains read-only and inert.
--inspect prints a compact graph summary and exits. Without --inspect and without an explicit command, the process starts a stdio MCP server.
The package exposes both okf and okf-mcp binaries when installed. Without an explicit source, the CLI first discovers the nearest root index.md declaring okf_version; nearest-project discovery remains a compatibility fallback.
CLI exit statuses are 0 for success, 1 for validation or operational failure, and 2 for invalid usage. Unknown options are rejected.
This repository publishes a self-describing OKF bundle for the product, its runtime boundaries, interfaces, authoring workflows, and safety policy. Its portable entry Concept ID is overview/okf-mcp; okf://okf-mcp/overview/okf-mcp remains the workspace/MCP resource locator.
Validate and query the bundled reference from a checkout or installed package:
okf --root okf/okf-mcp validate
okf --root okf/okf-mcp search "proposal" okf --root okf/okf-mcp concept overview/okf-mcp
Load the reference bundle directly from the current source branch:
okf --remote-bundle okf-mcp=https://github.com/mfdaves/okf-mcp/tree/main/okf/okf-mcp --inspect
The published v0.8.0 tag retains its original okf/bundles/okf-mcp path. The shorter okf/okf-mcp path was prepared in the unpublished 0.8.1 maintenance checkpoint and ships with v0.9.0; the immutable v0.8.0 release remains unchanged.
The @mfdaves/okf-mcp npm package includes both okf.project.yaml and the complete reference bundle.
Use okf.project.yaml only when one process must federate multiple roots, configure generators or external metadata producers, or enforce a project-wide relation vocabulary:
project: Example
strictLinks: false bundles:
relationTypes:
remoteBundles:
plugins:
producers:
Run project commands:
okf --project okf.project.yaml validate
okf --project okf.project.yaml search "orders" okf --project okf.project.yaml graph mermaid okf --project okf.project.yaml generate okf --project okf.project.yaml producer list okf --project okf.project.yaml producer preview main-database okf --project okf.project.yaml producer run main-database --write --actor process:nightly-refresh okf --project okf.project.yaml mcp okf --project okf.project.yaml mcp --authoring okf --project okf.project.yaml mcp --allow-remote-tool OKF_WRITE_TOKEN=change-me okf --project okf.project.yaml serve okf --remote-bundle shared=https://github.com/example/okf-atlas/tree/main/bundles/shared --inspect
Commands:
mcpvalidategraph [json|dot|mermaid]search concept neighbors paths provenance edge-kindscomputation inspect|prepare|check-receiptasset source migrate check|previewgenerateproducer list|preview|runserveProducers are separate from the built-in plugins: generators. A producer reads metadata from an external source and returns an in-memory candidate OKF bundle; okf-mcp validates and publishes that candidate. Install each producer package alongside the project, then allowlist its exact bare package name in the trusted project configuration. MCP callers can select a configured producer but cannot replace its package, configuration, credentials, queries, bundle, or output paths.
The package must be installed under a node_modules directory belonging to the project, resolved by its exact bare name. Ordinary registry installs, npm workspaces, npm link, and store-backed layouts such as pnpm all satisfy this; a path in configuration never does.
The package must export the versioned okfProducer API. Producer API v1 targets OKF v0.2 and separates validateConfig() from side-effect-free destination generation. Candidate concepts require native generated and non-empty sources provenance. The host rejects unsafe paths, malformed concepts, unresolved links or typed relations, unowned file collisions, locally modified managed files, secret values in output, and any candidate that would leave the complete project invalid.
Both interfaces run the same host. Use the CLI for scheduled refreshes:
okf --project okf.project.yaml producer preview main-database
okf --project okf.project.yaml producer run main-database --write --actor process:nightly-refresh
producer preview exits 1 when the candidate is invalid; producer run exits 1 when nothing was published. Both print the same receipt the MCP tools return.
For a configured project, MCP exposes:
okf_list_producers: list configuration without loading package code or reading the sourceokf_preview_producer: read source metadata and return a validated, non-writing diffokf_run_producer: regenerate under the shared writer queue and publish with revision checks and rollback; available only with --write plus a truthful --actor using human: , process: , or provider/model syntaxPreview and run accept only the configured producer name plus optional receipt detail. Receipts include bounded numeric source-object summaries and publication-diff counts. Publication records owned relative paths and SHA-256 digests in the bundle-local .okf-producer.json. Only unchanged paths owned by the prior manifest can be updated or removed; hand-authored content is never adopted implicitly. The manifest contains no producer configuration, credentials, or connection details.
Two rules keep a managed bundle stable across repeated runs:
generated.at on every run. The host compares each candidate against the published file ignoring that stamp, so a source that did not change reports unchanged and leaves the bytes, the timestamps, and the manifest untouched. Publication-diff counts therefore describe the source, not the run.앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요