Files
hyperguild/ingestion/internal/mcp/server.go
Mathias Bergqvist 189ff89c34
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feat(brain): add brain_answer and brain_classify MCP tools
Adds two new LLM-backed MCP tools to the ingestion service:

- brain_answer(query): BM25 retrieval + LLM synthesis → answer + sources
- brain_classify(text): classifies doc into type/title/tags via LLM

Adds llm.Router for primary→fallback routing (berget.ai → iguana).
Wired via BRAIN_LLM_PRIMARY_URL/BRAIN_LLM_FALLBACK_URL env vars;
no-op when unset so existing deployments are unaffected.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-12 11:06:17 +02:00

153 lines
4.2 KiB
Go

// Package mcp implements an MCP HTTP handler for the ingestion service.
// Exposed tools: brain_query, brain_write, brain_ingest, brain_ingest_raw, session_log.
package mcp
import (
"context"
"encoding/json"
"fmt"
"net/http"
"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
)
type request struct {
JSONRPC string `json:"jsonrpc"`
ID any `json:"id"`
Method string `json:"method"`
Params json.RawMessage `json:"params"`
}
type response struct {
JSONRPC string `json:"jsonrpc"`
ID any `json:"id,omitempty"`
Result any `json:"result,omitempty"`
Error *rpcError `json:"error,omitempty"`
}
type rpcError struct {
Code int `json:"code"`
Message string `json:"message"`
}
// Server handles MCP JSON-RPC over HTTP for the ingestion service.
type Server struct {
brainDir string
pipeline pipeline.Config
llm pipeline.CompleteFunc
answerLLM pipeline.CompleteFunc // nil = brain_answer and brain_classify unavailable
}
// NewServer constructs a Server bound to brainDir. pipelineCfg supplies the
// LLM-backed pipeline; llm may be nil for non-LLM tools only.
// answerLLM drives brain_answer and brain_classify; nil disables those tools.
func NewServer(brainDir string, pipelineCfg *pipeline.Config, llm pipeline.CompleteFunc, answerLLM pipeline.CompleteFunc) *Server {
cfg := pipeline.Config{}
if pipelineCfg != nil {
cfg = *pipelineCfg
}
return &Server{brainDir: brainDir, pipeline: cfg, llm: llm, answerLLM: answerLLM}
}
func (s *Server) ServeHTTP(w http.ResponseWriter, r *http.Request) {
// MCP streamable HTTP: GET establishes the SSE stream for server-to-client events.
if r.Method == http.MethodGet {
w.Header().Set("Content-Type", "text/event-stream")
w.Header().Set("Cache-Control", "no-cache")
w.Header().Set("Connection", "keep-alive")
w.Header().Set("X-Accel-Buffering", "no")
w.WriteHeader(http.StatusOK)
if f, ok := w.(http.Flusher); ok {
f.Flush()
}
<-r.Context().Done()
return
}
var req request
if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
writeError(w, nil, -32700, "parse error")
return
}
// JSON-RPC 2.0 notifications (no id) must not receive a response.
if req.ID == nil {
return
}
var result any
var rpcErr *rpcError
switch req.Method {
case "initialize":
result = map[string]any{
"protocolVersion": "2024-11-05",
"capabilities": map[string]any{"tools": map[string]any{}},
"serverInfo": map[string]any{"name": "ingestion-brain", "version": "0.1.0"},
}
case "tools/list":
result = map[string]any{"tools": s.tools()}
case "tools/call":
var p struct {
Name string `json:"name"`
Arguments json.RawMessage `json:"arguments"`
}
if err := json.Unmarshal(req.Params, &p); err != nil {
rpcErr = &rpcError{Code: -32602, Message: "invalid params"}
break
}
out, err := s.handleCall(r.Context(), p.Name, p.Arguments)
if err != nil {
rpcErr = &rpcError{Code: -32000, Message: err.Error()}
break
}
result = map[string]any{
"content": []map[string]any{{"type": "text", "text": string(out)}},
}
default:
rpcErr = &rpcError{Code: -32601, Message: "method not found: " + req.Method}
}
w.Header().Set("Content-Type", "application/json")
_ = json.NewEncoder(w).Encode(response{
JSONRPC: "2.0",
ID: req.ID,
Result: result,
Error: rpcErr,
})
}
func writeError(w http.ResponseWriter, id any, code int, msg string) {
w.Header().Set("Content-Type", "application/json")
_ = json.NewEncoder(w).Encode(response{
JSONRPC: "2.0",
ID: id,
Error: &rpcError{Code: code, Message: msg},
})
}
// handleCall dispatches a tools/call to the appropriate tool handler.
func (s *Server) handleCall(ctx context.Context, name string, args json.RawMessage) (json.RawMessage, error) {
switch name {
case "brain_query":
return s.brainQuery(ctx, args)
case "brain_write":
return s.brainWrite(ctx, args)
case "brain_ingest_raw":
return s.brainIngestRaw(ctx, args)
case "brain_ingest":
return s.brainIngest(ctx, args)
case "session_log":
return s.sessionLog(ctx, args)
case "brain_answer":
return s.brainAnswer(ctx, args)
case "brain_classify":
return s.brainClassify(ctx, args)
default:
return nil, fmt.Errorf("unknown tool: %s", name)
}
}