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import os
from typing import Optional
import httpx
from fastmcp import FastMCP, Context
mcp = FastMCP("MMS Flexo Layer 1 Service")
MMS_URL = os.getenv("MMS_URL", "")
READ_ONLY = os.getenv("READ_ONLY", "true").lower() == "true"
MCPPATH = os.getenv("MCPPATH", "/mcp")
def get_auth_header(ctx: Context) -> dict:
"""Extract Authorization header from request context."""
headers = ctx.request_context.request.headers
auth_header = headers.get("authorization") or headers.get("Authorization")
if auth_header:
return {"Authorization": auth_header}
return {}
async def make_request(
method: str,
path: str,
ctx: Context,
body: Optional[str] = None,
content_type: Optional[str] = None
) -> str:
"""Make HTTP request to MMS API."""
if not MMS_URL:
raise ValueError("MMS_URL environment variable is not set")
url = f"{MMS_URL.rstrip('/')}{path}"
headers = get_auth_header(ctx)
if content_type:
headers["Content-Type"] = content_type
async with httpx.AsyncClient() as client:
if method == "GET":
response = await client.get(url, headers=headers)
elif method == "PUT":
response = await client.put(url, headers=headers, content=body or "")
elif method == "PATCH":
response = await client.patch(url, headers=headers, content=body or "")
elif method == "POST":
response = await client.post(url, headers=headers, content=body or "")
else:
raise ValueError(f"Unsupported HTTP method: {method}")
response.raise_for_status()
return response.text
def register_tools():
@mcp.tool()
async def read_all_orgs(ctx: Context) -> str:
"""Read all organizations."""
return await make_request("GET", "/orgs", ctx)
@mcp.tool()
async def read_org(org_id: str, ctx: Context) -> str:
"""Read a specific organization.
Args:
org_id: The organization ID
"""
return await make_request("GET", f"/orgs/{org_id}", ctx)
@mcp.tool()
async def read_all_repos(org_id: str, ctx: Context) -> str:
"""Read all repositories in an organization.
Args:
org_id: The organization ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos", ctx)
@mcp.tool()
async def read_repo(org_id: str, repo_id: str, ctx: Context) -> str:
"""Read a specific repository.
Args:
org_id: The organization ID
repo_id: The repository ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}", ctx)
@mcp.tool()
async def read_all_branches(org_id: str, repo_id: str, ctx: Context) -> str:
"""Read all branches in a repository.
Args:
org_id: The organization ID
repo_id: The repository ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/branches", ctx)
@mcp.tool()
async def read_branch(org_id: str, repo_id: str, branch_id: str, ctx: Context) -> str:
"""Read a specific branch.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}", ctx)
@mcp.tool()
async def read_model(org_id: str, repo_id: str, branch_id: str, ctx: Context) -> str:
"""Read the model at the HEAD of a branch.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}/graph", ctx)
@mcp.tool()
async def query_model(org_id: str, repo_id: str, branch_id: str, sparql_query: str, ctx: Context) -> str:
"""Query the model at the HEAD of a branch.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}/query", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def read_all_locks(org_id: str, repo_id: str, ctx: Context) -> str:
"""Read all locks in a repository.
Args:
org_id: The organization ID
repo_id: The repository ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/locks", ctx)
@mcp.tool()
async def read_lock(org_id: str, repo_id: str, lock_id: str, ctx: Context) -> str:
"""Read a specific lock.
Args:
org_id: The organization ID
repo_id: The repository ID
lock_id: The lock ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/locks/{lock_id}", ctx)
@mcp.tool()
async def query_lock(org_id: str, repo_id: str, lock_id: str, sparql_query: str, ctx: Context) -> str:
"""Query the model under the commit pointed to by the given lock.
Args:
org_id: The organization ID
repo_id: The repository ID
lock_id: The lock ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/locks/{lock_id}/query", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def query_diff(org_id: str, repo_id: str, sparql_query: str, ctx: Context) -> str:
"""Query the given diff.
Args:
org_id: The organization ID
repo_id: The repository ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/diff/query", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def query_repo(org_id: str, repo_id: str, sparql_query: str, ctx: Context) -> str:
"""Query the metadata graph for the given repository.
Args:
org_id: The organization ID
repo_id: The repository ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/query", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def read_all_scratches(org_id: str, repo_id: str, ctx: Context) -> str:
"""Read all scratches in a repository.
Args:
org_id: The organization ID
repo_id: The repository ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/scratches", ctx)
@mcp.tool()
async def read_scratch(org_id: str, repo_id: str, scratch_id: str, ctx: Context) -> str:
"""Read a specific scratch.
Args:
org_id: The organization ID
repo_id: The repository ID
scratch_id: The scratch ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/scratches/{scratch_id}", ctx)
@mcp.tool()
async def query_scratch(org_id: str, repo_id: str, scratch_id: str, sparql_query: str, ctx: Context) -> str:
"""Query the model under the given scratch.
Args:
org_id: The organization ID
repo_id: The repository ID
scratch_id: The scratch ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/scratches/{scratch_id}/query", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def read_scratch_model(org_id: str, repo_id: str, scratch_id: str, ctx: Context) -> str:
"""Read the model at the scratch.
Args:
org_id: The organization ID
repo_id: The repository ID
scratch_id: The scratch ID
"""
return await make_request("GET", f"/orgs/{org_id}/repos/{repo_id}/scratches/{scratch_id}/graph", ctx)
@mcp.tool()
async def read_all_collections(org_id: str, ctx: Context) -> str:
"""Read all collections in an org.
Args:
org_id: The organization ID
"""
return await make_request("GET", f"/orgs/{org_id}/collections", ctx)
@mcp.tool()
async def read_collection(org_id: str, collection_id: str, ctx: Context) -> str:
"""Read a specific collection.
Args:
org_id: The organization ID
collection_id: The sccollection ID
"""
return await make_request("GET", f"/orgs/{org_id}/collections/{collection_id}", ctx)
@mcp.tool()
async def query_collection(org_id: str, collection_id: str, sparql_query: str, ctx: Context) -> str:
"""Query the model under the given scratch.
Args:
org_id: The organization ID
collection_id: The collection ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/collections/{collection_id}/query", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def read_collection_model(org_id: str, collection_id: str, ctx: Context) -> str:
"""Read the model at the scratch.
Args:
org_id: The organization ID
collection_id: The collection ID
"""
return await make_request("GET", f"/orgs/{org_id}/collections/{collection_id}/graph", ctx)
if not READ_ONLY:
@mcp.tool()
async def create_org(org_id: str, body: str, ctx: Context) -> str:
"""Create an organization.
Args:
org_id: The organization ID
body: RDF content in Turtle format
"""
return await make_request("PUT", f"/orgs/{org_id}", ctx, body, "text/turtle")
@mcp.tool()
async def update_org(org_id: str, body: str, ctx: Context) -> str:
"""Update an organization.
Args:
org_id: The organization ID
body: RDF content in Turtle format
"""
return await make_request("PATCH", f"/orgs/{org_id}", ctx, body, "text/turtle")
@mcp.tool()
async def create_repo(org_id: str, repo_id: str, body: str, ctx: Context) -> str:
"""Create a repository.
Args:
org_id: The organization ID
repo_id: The repository ID
body: RDF content in Turtle format
"""
return await make_request("PUT", f"/orgs/{org_id}/repos/{repo_id}", ctx, body, "text/turtle")
@mcp.tool()
async def update_repo(org_id: str, repo_id: str, body: str, ctx: Context) -> str:
"""Update a repository.
Args:
org_id: The organization ID
repo_id: The repository ID
body: RDF content in Turtle format
"""
return await make_request("PATCH", f"/orgs/{org_id}/repos/{repo_id}", ctx, body, "text/turtle")
@mcp.tool()
async def create_branch(org_id: str, repo_id: str, branch_id: str, body: str, ctx: Context) -> str:
"""Create a branch.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
body: RDF content in Turtle format
"""
return await make_request("PUT", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}", ctx, body, "text/turtle")
@mcp.tool()
async def update_branch(org_id: str, repo_id: str, branch_id: str, body: str, ctx: Context) -> str:
"""Update a branch.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
body: RDF content in Turtle format
"""
return await make_request("PATCH", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}", ctx, body, "text/turtle")
@mcp.tool()
async def load_model(org_id: str, repo_id: str, branch_id: str, rdf_content: str, ctx: Context) -> str:
"""Replace the model at the HEAD of a branch by uploading an RDF file.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
rdf_content: RDF content to load in turtle format
"""
return await make_request("PUT", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}/graph", ctx, rdf_content, "text/turtle")
@mcp.tool()
async def commit_model(org_id: str, repo_id: str, branch_id: str, sparql_update: str, ctx: Context) -> str:
"""Commit a change to the model by applying a SPARQL UPDATE.
Args:
org_id: The organization ID
repo_id: The repository ID
branch_id: The branch ID
sparql_update: SPARQL 1.1 update string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/branches/{branch_id}/update", ctx, sparql_update, "application/sparql-update")
@mcp.tool()
async def create_lock(org_id: str, repo_id: str, lock_id: str, sparql_update: str, ctx: Context) -> str:
"""Create a lock.
Args:
org_id: The organization ID
repo_id: The repository ID
lock_id: The lock ID
sparql_update: SPARQL 1.1 update string
"""
return await make_request("PUT", f"/orgs/{org_id}/repos/{repo_id}/locks/{lock_id}", ctx, sparql_update, "application/sparql-update")
@mcp.tool()
async def create_diff(org_id: str, repo_id: str, sparql_query: str, ctx: Context) -> str:
"""Create a diff between two commits.
Args:
org_id: The organization ID
repo_id: The repository ID
sparql_query: SPARQL 1.1 query string
"""
return await make_request("POST", f"/orgs/{org_id}/repos/{repo_id}/diff", ctx, sparql_query, "application/sparql-query")
@mcp.tool()
async def create_collection(org_id: str, collection_id: str, body: str, ctx: Context) -> str:
"""Create a collection.
Args:
org_id: The organization ID
collection_id: The collection ID
body: RDF content in Turtle format, use <> mms:collects {refs} . to define other branches, locks, or scratches to collect
"""
return await make_request("PUT", f"/orgs/{org_id}/collections/{collection_id}", ctx, body, "text/turtle")
@mcp.tool()
async def create_policy(policy_id: str, body: str, ctx: Context) -> str:
"""Create a policy.
Args:
policy_id: The policy ID
body: RDF content in Turtle format
"""
return await make_request("PUT", f"/policies/{policy_id}", ctx, body, "text/turtle")
@mcp.tool()
async def create_group(group_id: str, body: str, ctx: Context) -> str:
"""Create a group.
Args:
group_id: The group ID
body: RDF content in Turtle format
"""
return await make_request("PUT", f"/groups/{group_id}", ctx, body, "text/turtle")
register_tools()
if __name__ == "__main__":
mcp.run(transport="streamable-http", host="0.0.0.0", port=8000, path=MCPPATH)