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okf-mcp

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Aktualisiert21. Juli 2026 um 18:39

Generic Model Context Protocol (MCP) server that discovers installed okf-* skill binaries and exposes their produce/ingest commands as MCP tools for any MCP-capable harness (Claude Code, Gemini CLI, etc.). Use when wiring OKF Skills into an agent over MCP instead of invoking each connector binary directly.

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xSAVIKx

xSAVIKx/okf-skills

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SKILL.md

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name	okf-mcp
description	Generic Model Context Protocol (MCP) server that discovers installed okf-* skill binaries and exposes their produce/ingest commands as MCP tools for any MCP-capable harness (Claude Code, Gemini CLI, etc.). Use when wiring OKF Skills into an agent over MCP instead of invoking each connector binary directly.
license	Apache-2.0
compatibility	Requires the Go toolchain (1.24+) to build the server binary, plus installed okf-* skill binaries to discover and expose.
metadata	{"version":"0.8.0","author":"Yurii Serhiichuk","tags":"okf, mcp, registry, tools"}

OKF MCP Server

okf-mcp is a generic Model Context Protocol server. On startup it discovers installed okf-* skill binaries, runs <skill> schema on each, and exposes every skill command (except schema itself) as an MCP tool named <skill>__<command> (e.g. okf-sqlite__produce). Any MCP-capable harness can then drive all of OKF Skills without per-skill glue.

How it works

Discovery — scans --skills-dir, else $OKF_SKILLS_DIR, else every $PATH entry, for okf-* executables.
Reflection — reads each skill's machine-readable schema output and turns its flags into a JSON-Schema tool input.
Invocation — a tool call is translated back into the skill's CLI (<command> --flag value ...) and run with a per-call timeout. Flags that advertise an env binding (e.g. database passwords) are passed via the child environment, never argv. The skill's stdout is returned as the tool result.

Install

Install the published server binary (Go 1.24+) — no clone needed:

go install github.com/xSAVIKx/okf-skills/okf-mcp@v0.1.0

This drops an okf-mcp binary into $(go env GOPATH)/bin. Alternatively, build from a clone: cd okf-mcp && go build -o okf-mcp .

Running

okf-mcp                      # discover skills on PATH, serve over stdio
okf-mcp --skills-dir ./bin   # discover skills in a specific directory
okf-mcp --timeout 2m         # per-invocation timeout (default 5m)

Diagnostics are written to stderr; stdout is the MCP protocol channel.

Configuring a harness

Point any MCP client at the okf-mcp command over stdio. Example (generic MCP client config):

{
  "mcpServers": {
    "okf": { "command": "okf-mcp", "args": ["--skills-dir", "/path/to/okf/bin"] }
  }
}

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Google Cloud BigQuery connector that produces and ingests Open Knowledge Format (OKF) bundles from dataset schemas, table/field descriptions, and metadata. Use when documenting or cataloging BigQuery datasets, extracting schema metadata into OKF, or syncing descriptions back to BigQuery tables and fields.

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CSV connector that produces and ingests Open Knowledge Format (OKF) bundles from a directory of CSV files. Infers each file's column schema (integer/number/boolean/date/string) by sampling rows, optionally embeds a per-column data profile and sample rows, and syncs descriptions back to a .okf-metadata.yaml sidecar. Use when documenting or cataloging a folder of CSV/flat files, or capturing their inferred schema and stats as an OKF bundle. CGO-free, pure Go.

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Local filesystem connector that produces and ingests Open Knowledge Format (OKF) bundles documenting directory trees and file metadata, honoring .okfignore and .okf-metadata.yaml. Use when documenting or cataloging a local folder structure, or capturing filesystem metadata as an OKF bundle.

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Git repository connector that produces and ingests Open Knowledge Format (OKF) bundles documenting repository file trees plus commit-history metadata (times, authors, messages), honoring .gitignore and .okfignore. Use when documenting or cataloging a Git repository as an OKF bundle.

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GraphQL connector that produces and ingests Open Knowledge Format (OKF) bundles from a GraphQL SDL document. Parses the schema into one concept per user-defined type (object/input/interface/enum/union) and per root operation (query/mutation/subscription field), links fields and operations to the types they reference as native relationship edges, and syncs descriptions back to a .okf-metadata.yaml sidecar. Use when documenting or cataloging a GraphQL API from its schema, with no live server. Pure Go.

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okf-lint

xSAVIKx/okf-skills

Deterministic validator for Open Knowledge Format (OKF) bundles. Checks spec conformance (root index.md carries only okf_version, subdirectory index.md files carry no frontmatter, every concept has a non-empty type) plus enrichment coverage (placeholder descriptions, broken cross-links, orphans), and gates CI via its exit code. Use to validate an OKF bundle before publishing or ingestion, or to fail a build when a bundle regresses. Complements skills-ref validate, which only checks SKILL.md frontmatter.

2026-07-2128

name	okf-mcp
description	Generic Model Context Protocol (MCP) server that discovers installed okf-* skill binaries and exposes their produce/ingest commands as MCP tools for any MCP-capable harness (Claude Code, Gemini CLI, etc.). Use when wiring OKF Skills into an agent over MCP instead of invoking each connector binary directly.
license	Apache-2.0
compatibility	Requires the Go toolchain (1.24+) to build the server binary, plus installed okf-* skill binaries to discover and expose.
metadata	{"version":"0.8.0","author":"Yurii Serhiichuk","tags":"okf, mcp, registry, tools"}

OKF MCP Server

How it works

Discovery — scans --skills-dir, else $OKF_SKILLS_DIR, else every $PATH entry, for okf-* executables.
Reflection — reads each skill's machine-readable schema output and turns its flags into a JSON-Schema tool input.
Invocation — a tool call is translated back into the skill's CLI (<command> --flag value ...) and run with a per-call timeout. Flags that advertise an env binding (e.g. database passwords) are passed via the child environment, never argv. The skill's stdout is returned as the tool result.

Install

Install the published server binary (Go 1.24+) — no clone needed:

go install github.com/xSAVIKx/okf-skills/okf-mcp@v0.1.0

This drops an okf-mcp binary into $(go env GOPATH)/bin. Alternatively, build from a clone: cd okf-mcp && go build -o okf-mcp .

Running

okf-mcp                      # discover skills on PATH, serve over stdio
okf-mcp --skills-dir ./bin   # discover skills in a specific directory
okf-mcp --timeout 2m         # per-invocation timeout (default 5m)

Diagnostics are written to stderr; stdout is the MCP protocol channel.

Configuring a harness

Point any MCP client at the okf-mcp command over stdio. Example (generic MCP client config):

{
  "mcpServers": {
    "okf": { "command": "okf-mcp", "args": ["--skills-dir", "/path/to/okf/bin"] }
  }
}