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okf-mcp

by mfdavesversion 0.3.3i★ –iRuns on your computer
Registry nameio.github.mfdaves/okf-mcp

Install

Overview

Description from the maker (original English)

Validate, search, graph, and safely author local Open Knowledge Format bundles.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

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 on your computer
  • Transport: stdio
  • Category: Search & AI memory

Install

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

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

You need

  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "okf": {
      "command": "npx",
      "args": [
        "-y",
        "@mfdaves/okf-mcp",
        "--project",
        "your-value",
        "mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add okf -- npx -y @mfdaves/okf-mcp --project your-value mcp

This one needs values on its command line, so copy the settings and fill them in.

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "okf": {
      "command": "npx",
      "args": [
        "-y",
        "@mfdaves/okf-mcp",
        "--project",
        "your-value",
        "mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one needs values on its command line, so copy the settings and fill them in.

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "okf": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@mfdaves/okf-mcp",
        "--project",
        "your-value",
        "mcp"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

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

Runs on your computer; the tool list appears in your AI app after you install it.

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

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account mfdaves, which owns the repo

  • … 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

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 7283 servers in this category
  • Published to the registry more recently than 23% of the other 7283 servers in this category
  • Basic checks equal to or better than 100% of the other 7283 servers in this category

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

Common questions

Is okf-mcp safe?

It passed 1 of 1 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.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.3.3) reached the registry 4 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

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

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

okf-mcp

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 Support And Extensions

OKF v0.2 intentionally specifies a portable file format, not a serving or query runtime. okf-mcp keeps that boundary explicit:

AreaOfficial OKF v0.2okf-mcp behavior
Bundle and identityA 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 metadataRequired type; recommended title, description, resource, and tags; unknown keys are allowedPreserves extension fields and unknown types while reporting normative conformance separately from workspace policy
Provenance and lifecyclesources, usage_window, generated, verified, status, and stale_afterNormalizes these fields for search, provenance traversal, trust tiers, and deterministic freshness checks
ReferencesMarkdown links and path-valued resource, sources[].resource, computation, executor.resource, and attester.resource fieldsBuilds graph edges and bounded inert asset snapshots without executing or implicitly fetching referenced code
Attested ComputationDefines contract fields and an informative consumer flow while deferring runtime wire protocols and attester packagingStatically inspects contracts and digests, checks declared parameter and receipt field names, and never executes or claims attestation
v0.1 compatibilityAllows timestamp fallback when the whole generated mapping is absent and # Citations fallback when the sources key is absentConsumes both forms and adds review-only migration checks and proposals

The following are okf-mcp extensions rather than requirements of the format:

  • CLI, MCP, and HTTP interfaces; in-memory search and graph views
  • optional multi-bundle okf.project.yaml workspaces and typed relations
  • compatibility id, aliases, and okf:// locators
  • proposal-backed authoring with explicit acceptance
  • bounded GitHub remote loading and explicitly mapped pinned Git sources
  • generator plugins and stricter opt-in project policies such as strictLinks

Install And Run

Node 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.

Included OKF Reference

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.

Optional Multi-Bundle Project Config

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:

  • id: app root: okf/bundles/app include: ["**/*.md"] exclude: ["archive/**"]
  • id: data root: okf/bundles/data
  • id: company-database root: okf/company-database

relationTypes:

  • deployed_by

remoteBundles:

  • id: shared url: https://github.com/example/okf-atlas/tree/main/bundles/shared include: ["public/"] exclude: ["drafts/"]

plugins:

  • name: docs type: filesystem root: docs output: okf/bundles/app/generated/docs bundle: app

producers:

  • name: main-database type: postgresql package: "@mfdaves/okf-postgres" bundle: company-database config: connectionEnv: DATABASE_URL source: company-db schemas: [public] includeIndexes: true

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:

  • mcp
  • validate
  • graph [json|dot|mermaid]
  • search
  • concept
  • neighbors
  • paths
  • provenance
  • edge-kinds
  • computation inspect|prepare|check-receipt
  • asset
  • source
  • migrate check|preview
  • generate
  • producer list|preview|run
  • serve
External metadata producers

Producers 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 source
  • okf_preview_producer: read source metadata and return a validated, non-writing diff
  • okf_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 syntax

Preview 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:

  • A producer restamps 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.
  • A manifest entry alone is not authorit

Only the beginning is shown; read the rest in the repo

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