From 8597f53566e6b4fad80fae1ad5d6b2b2bfe25ee2 Mon Sep 17 00:00:00 2001 From: Eugene Yurtsev Date: Wed, 14 May 2025 22:56:19 -0400 Subject: [PATCH 1/2] x --- server/ap_server/routers/agents.py | 32 +- server/ap_server/routers/runs.py | 13 +- server/mcp_server.py | 115 +++++ server/pyproject.toml | 13 +- server/uv.lock | 649 +++++++++++++++++++++++++++++ 5 files changed, 817 insertions(+), 5 deletions(-) create mode 100644 server/mcp_server.py create mode 100644 server/uv.lock diff --git a/server/ap_server/routers/agents.py b/server/ap_server/routers/agents.py index 1d6d800..7375403 100644 --- a/server/ap_server/routers/agents.py +++ b/server/ap_server/routers/agents.py @@ -7,6 +7,7 @@ from ..models import ( Agent, + Capabilities, AgentSchema, AgentsSearchPostRequest, AgentsSearchPostResponse, @@ -29,7 +30,17 @@ def search_agents( """ Search Agents """ - pass + return AgentsSearchPostResponse( + root=[ + Agent( + agent_id="agent_1", + name="find_legal_docs", + description="An agent that can find legal documents.", + capabilities=Capabilities() + ) + ] + ) + @router.get( @@ -55,4 +66,21 @@ def get_agent_schemas(agent_id: str) -> Union[AgentSchema, ErrorResponse]: """ Get Agent Schemas """ - pass + if agent_id == "agent_1": + return AgentSchema( + agent_id=agent_id, + input_schema={ + "type": "object", + "properties": { + "query": { + "type": "string", + "description": "Text to search for relevant legal documents" + } + }, + "required": ["query"], + "additionalProperties": False + }, + output_schema={}, + state_schema={}, + ) + return ErrorResponse(code=404, message="No such agent.") diff --git a/server/ap_server/routers/runs.py b/server/ap_server/routers/runs.py index 65e30ca..f084d8c 100644 --- a/server/ap_server/routers/runs.py +++ b/server/ap_server/routers/runs.py @@ -41,4 +41,15 @@ def create_and_wait_run(body: RunCreate) -> Union[RunWaitResponse, ErrorResponse """ Create Run, Wait for Output """ - pass + if body.thread_id: + raise NotImplementedError("Thread ID is not supported in this example.") + if body.agent_id == "agent_1": + return RunWaitResponse( + values={ + "name": "Legal Document", + "description": "This is a legal document.", + "findings": ["Finding 1", "Finding 2"], + } + ) + else: + raise NotImplementedError() diff --git a/server/mcp_server.py b/server/mcp_server.py new file mode 100644 index 0000000..3ee89b6 --- /dev/null +++ b/server/mcp_server.py @@ -0,0 +1,115 @@ +""" +# List tools +curl -X POST http://localhost:8000/mcp/ \ + -H "Content-Type: application/json" \ + -H "Accept: application/json,text/event-stream" \ + -d '{ + "jsonrpc": "2.0", + "id": 1, + "method": "tools/list", + "params": {} + }' + +# Call tools +curl -X POST "http://localhost:8000/mcp/" \ + -H "Content-Type: application/json" \ + -H "Accept: application/json,text/event-stream" \ + -d '{ + "jsonrpc": "2.0", + "id": 1, + "method": "tools/call", + "params": { + "name": "agent_1", + "arguments": { + "foo": "bar", + "count": 3 + } + } + }' +""" +import json +from typing import Any, Sequence + +import ap_client +from mcp import Tool as MCPTool +from mcp.server.fastmcp import FastMCP +from mcp.server.lowlevel import Server +from mcp.types import TextContent + +URL = "http://localhost:8002" + +server = Server(name="Agent Protocol MCP") +configuration = ap_client.Configuration(host=URL) + +class AgentProtocolMCP(FastMCP): + """Agent Protocol MCP.""" + + @server.list_tools() + async def list_tools(self) -> list[MCPTool]: + """Override list tools to allow setting it dynamically""" + with ap_client.ApiClient(configuration) as api_client: + # Create an instance of the API class + api_instance = ap_client.AgentsApi(api_client) + response = api_instance.search_agents_with_http_info( + ap_client.models.SearchAgentsRequest() + ) + + mcp_tools = [] + for agent in response.data: + # Can parallelize this + schema_response = api_instance.get_agent_schemas( + agent_id=agent.agent_id + ) + mcp_tools.append( + MCPTool( + # Choosing the agent ID as the convention for the name. + # This is because MCP has no mechanism to avoid name collisions + # so the name should be unique. + name=agent.id, + # You could prepend the actual agent name to the description. + description=agent.description, + inputSchema=schema_response.input_schema, + ) + ) + return mcp_tools + + @server.call_tool() + async def call_tool( + self, + name: str, + arguments: dict[str, Any], + ) -> Sequence["TextContent | ImageContent | EmbeddedResource"]: + """List tool.""" + with ap_client.ApiClient(configuration) as api_client: + # Create an instance of the API class + runs_api = ap_client.RunsApi(api_client) + response = runs_api.create_and_wait_run( + ap_client.RunCreate( + # Not using a state since this is a stateless server + thread_id=None, + agent_id=name, + input=arguments + ) + ) + # The easiest thing is to encode the values as JSON and put them + # into a TextContent object. + # You can use other return types if they are appropriate for your use + # case. + return [ + TextContent( + type="text", + text=json.dumps(response.values) + ) + ] + + +mcp = AgentProtocolMCP( + "StatelessServer", + # Our server implementation is stateless, but you could use a stateful + # implementation if it makes sense for your use case. + stateless_http=True, + # Currently JSON response makes more sense since we're only doing tool calls + # and aren't sending progress notifications. + json_response=True +) +app = mcp.streamable_http_app() diff --git a/server/pyproject.toml b/server/pyproject.toml index 209f547..b1a9bef 100644 --- a/server/pyproject.toml +++ b/server/pyproject.toml @@ -6,14 +6,23 @@ authors = [ {name = "Nuno Campos",email = "nuno@langchain.dev"} ] license = {text = "MIT"} -readme = "README.md" requires-python = ">=3.10,<4.0" dependencies = [ "pydantic (>=2.10.6,<3.0.0)", - "fastapi (>=0.115.8,<0.116.0)" + "fastapi (>=0.115.8,<0.116.0)", + "mcp>=1.8.1", ] [build-system] requires = ["poetry-core>=2.0.0,<3.0.0"] build-backend = 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server/ap_server/routers/agents.py | 7 +++---- server/mcp_server.py | 13 +++++-------- server/pyproject.toml | 1 + server/uv.lock | 27 +++++++++++++++++++++++++++ 4 files changed, 36 insertions(+), 12 deletions(-) diff --git a/server/ap_server/routers/agents.py b/server/ap_server/routers/agents.py index 7375403..672ba33 100644 --- a/server/ap_server/routers/agents.py +++ b/server/ap_server/routers/agents.py @@ -36,13 +36,12 @@ def search_agents( agent_id="agent_1", name="find_legal_docs", description="An agent that can find legal documents.", - capabilities=Capabilities() + capabilities=Capabilities(), ) ] ) - @router.get( "/agents/{agent_id}", response_model=Agent, @@ -74,11 +73,11 @@ def get_agent_schemas(agent_id: str) -> Union[AgentSchema, ErrorResponse]: "properties": { "query": { "type": "string", - "description": "Text to search for relevant legal documents" + "description": "Text to search for relevant legal documents", } }, "required": ["query"], - "additionalProperties": False + "additionalProperties": False, }, output_schema={}, state_schema={}, diff --git a/server/mcp_server.py b/server/mcp_server.py index 3ee89b6..e01cddc 100644 --- a/server/mcp_server.py +++ b/server/mcp_server.py @@ -27,6 +27,7 @@ } }' """ + import json from typing import Any, Sequence @@ -41,6 +42,7 @@ server = Server(name="Agent Protocol MCP") configuration = ap_client.Configuration(host=URL) + class AgentProtocolMCP(FastMCP): """Agent Protocol MCP.""" @@ -88,19 +90,14 @@ async def call_tool( # Not using a state since this is a stateless server thread_id=None, agent_id=name, - input=arguments + input=arguments, ) ) # The easiest thing is to encode the values as JSON and put them # into a TextContent object. # You can use other return types if they are appropriate for your use # case. - return [ - TextContent( - type="text", - text=json.dumps(response.values) - ) - ] + return [TextContent(type="text", text=json.dumps(response.values))] mcp = AgentProtocolMCP( @@ -110,6 +107,6 @@ 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