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External Tool Servers — MCP klient (Model Context Protocol, Streamable HTTP).
Umožňuje za běhu připojit libovolný MCP server (veřejný hostovaný, vlastní,
nebo z registru), stáhnout jeho nástroje a nabídnout je hlavnímu agentovi
jako OpenAI function-calling nástroje s prefixem `ext_<server>_<tool>`.
- Transport: Streamable HTTP (spec 2025-06-18) — jediný POST endpoint,
odpověď buď application/json, nebo text/event-stream (SSE) s jednou
message událostí. Obojí je podporováno (veřejné servery používají obě).
- Session: server může vrátit hlavičku Mcp-Session-Id při initialize;
posílá se ve všech dalších požadavcích. Při 4xx se session obnoví.
- Bezpečnost: výstupy externích nástrojů jsou NEDŮVĚRYHODNÁ data — popisy
se agentovi označují prefixem serveru, výsledky ořezává tool_result_max_chars
v agent smyčce. Přidávej jen servery, kterým věříš.
- Persistence: /data/toolservers.json (bucket) nebo .agent/toolservers.json —
stejná logika jako settings; změny platí okamžitě, bez restartu.
Objevování veřejných serverů: search_registry() dotazuje OFICIÁLNÍ registr
registry.modelcontextprotocol.io (metaregistr podporovaný Anthropic/GitHub/
Microsoft/PulseMCP) a vrací servery s remote streamable-http endpointem.
CATALOG níže obsahuje ručně ověřené veřejné servery a adresáře.
"""
from __future__ import annotations
import json
import logging
import os
import re
import tempfile
import time
from dataclasses import asdict, dataclass, field
from pathlib import Path
from threading import RLock
import httpx
from settings import _persist_dir
logger = logging.getLogger("codeagent.toolservers")
MCP_PROTOCOL = "2025-06-18"
REGISTRY_URL = "https://registry.modelcontextprotocol.io/v0/servers"
DEFAULT_TIMEOUT = 60
_MASK = "********"
# Ručně ověřené veřejné zdroje (2026-07): hostované Streamable HTTP servery
# připojitelné na jeden klik + registry/adresáře pro hledání dalších.
CATALOG = {
"servers": [
{"name": "context7", "url": "https://mcp.context7.com/mcp",
"desc": "Aktuální dokumentace a příklady kódu pro tisíce knihoven (Upstash)."},
{"name": "deepwiki", "url": "https://mcp.deepwiki.com/mcp",
"desc": "Dokumentace a Q&A nad veřejnými GitHub repozitáři (Devin/Cognition)."},
{"name": "huggingface", "url": "https://huggingface.co/mcp",
"desc": "HF Hub: hledání modelů/datasetů/paperů; s HF_TOKEN i Spaces nástroje."},
{"name": "microsoft-learn", "url": "https://learn.microsoft.com/api/mcp",
"desc": "Oficiální Microsoft/Azure dokumentace."},
{"name": "cloudflare-docs", "url": "https://docs.mcp.cloudflare.com/mcp",
"desc": "Cloudflare dokumentace."},
],
"registries": [
{"name": "Oficiální MCP registr",
"url": "https://registry.modelcontextprotocol.io",
"desc": "Metaregistr (Anthropic, GitHub, Microsoft, PulseMCP) — "
"prohledatelný přímo z aplikace (tab Externí nástroje)."},
{"name": "PulseMCP", "url": "https://www.pulsemcp.com/servers",
"desc": "Největší adresář, 10 000+ serverů, denní aktualizace."},
{"name": "Smithery", "url": "https://smithery.ai",
"desc": "Registr + hosting: servery běží jako Streamable HTTP endpointy "
"(server.smithery.ai/<jméno>/mcp, vyžaduje API klíč)."},
{"name": "Glama", "url": "https://glama.ai/mcp/servers",
"desc": "Adresář s hodnocením kvality a bezpečnosti."},
{"name": "mcp.so", "url": "https://mcp.so",
"desc": "Komunitní katalog."},
{"name": "Awesome MCP Servers",
"url": "https://github.com/punkpeye/awesome-mcp-servers",
"desc": "Kurátorovaný GitHub seznam."},
],
}
# ---------------------------------------------------------------- JSON-RPC/SSE
def parse_mcp_response(content_type: str, body: str) -> dict:
"""Vytáhne JSON-RPC odpověď z application/json i text/event-stream těla."""
if "text/event-stream" in (content_type or ""):
last = None
for line in body.splitlines():
if not line.startswith("data:"):
continue
try:
obj = json.loads(line[5:].strip())
except json.JSONDecodeError:
continue
if isinstance(obj, dict) and ("result" in obj or "error" in obj):
last = obj
if last is None:
raise ValueError("SSE odpověď neobsahuje JSON-RPC message")
return last
return json.loads(body)
class MCPError(RuntimeError):
pass
class MCPClient:
"""Minimální klient MCP Streamable HTTP (initialize/tools list+call)."""
def __init__(self, url: str, token: str = "", timeout: int = DEFAULT_TIMEOUT):
self.url = url
self.token = token
self.timeout = timeout
self.session_id: str | None = None
self.server_info: dict = {}
self._id = 0
def _headers(self) -> dict:
headers = {
"Content-Type": "application/json",
"Accept": "application/json, text/event-stream",
"MCP-Protocol-Version": MCP_PROTOCOL,
}
if self.token:
headers["Authorization"] = f"Bearer {self.token}"
if self.session_id:
headers["Mcp-Session-Id"] = self.session_id
return headers
def _rpc(self, method: str, params: dict | None = None,
notification: bool = False) -> dict | None:
payload: dict = {"jsonrpc": "2.0", "method": method}
if params is not None:
payload["params"] = params
if not notification:
self._id += 1
payload["id"] = self._id
resp = httpx.post(self.url, json=payload, headers=self._headers(),
timeout=self.timeout, follow_redirects=True)
if notification:
return None
if resp.status_code >= 400:
raise MCPError(f"HTTP {resp.status_code}: {resp.text[:300]}")
sid = resp.headers.get("Mcp-Session-Id") or resp.headers.get("mcp-session-id")
if sid:
self.session_id = sid
data = parse_mcp_response(resp.headers.get("Content-Type", ""), resp.text)
if "error" in data:
err = data["error"]
raise MCPError(f"{err.get('code')}: {err.get('message')}")
return data.get("result", {})
def initialize(self) -> dict:
result = self._rpc("initialize", {
"protocolVersion": MCP_PROTOCOL,
"capabilities": {},
"clientInfo": {"name": "codeagent", "version": "5.0"},
})
self.server_info = result.get("serverInfo", {})
try:
self._rpc("notifications/initialized", {}, notification=True)
except httpx.HTTPError:
pass # některé servery notifikaci nevyžadují
return result
def list_tools(self) -> list[dict]:
result = self._rpc("tools/list", {})
return result.get("tools", [])
def call_tool(self, name: str, arguments: dict) -> dict:
return self._rpc("tools/call", {"name": name, "arguments": arguments})
# ---------------------------------------------------------------- manager
def _slug(text: str) -> str:
return re.sub(r"[^a-z0-9_]+", "_", text.lower()).strip("_")[:24]
@dataclass
class ToolServer:
name: str
url: str
token: str = ""
enabled: bool = True
# čárkami oddělený seznam povolených nástrojů; prázdné = všechny
allowed_tools: str = ""
timeout: int = DEFAULT_TIMEOUT
# runtime stav (persistuje se jen konfigurace + poslední známé nástroje)
tools: list = field(default_factory=list)
status: str = "new" # new | ok | error
error: str = ""
server_info: dict = field(default_factory=dict)
refreshed_at: float = 0.0
class ToolServerManager:
"""Thread-safe registr externích MCP serverů s persistencí."""
def __init__(self, path: Path | None = None):
self._lock = RLock()
self.path = path or (_persist_dir() / "toolservers.json")
self._servers: dict[str, ToolServer] = {}
self._clients: dict[str, MCPClient] = {}
self._routing: dict[str, tuple[str, str]] = {} # ext_name -> (server, tool)
self._load()
# ------------------------------------------------------------- CRUD
def add_or_update(self, name: str, url: str, token: str = "",
enabled: bool = True, allowed_tools: str = "",
timeout: int = DEFAULT_TIMEOUT,
refresh: bool = True) -> ToolServer:
name = _slug(name)
if not name:
raise ValueError("Neplatné jméno serveru")
if not url.startswith(("http://", "https://")):
raise ValueError("URL musí začínat http(s)://")
with self._lock:
existing = self._servers.get(name)
if token == _MASK and existing:
token = existing.token
server = ToolServer(name=name, url=url.strip(), token=token,
enabled=bool(enabled),
allowed_tools=allowed_tools.strip(),
timeout=max(5, int(timeout or DEFAULT_TIMEOUT)))
if existing:
server.tools = existing.tools
server.status = existing.status
self._servers[name] = server
self._clients.pop(name, None)
self._persist()
if refresh:
self.refresh(name)
return self._servers[name]
def remove(self, name: str) -> bool:
with self._lock:
existed = self._servers.pop(name, None) is not None
self._clients.pop(name, None)
if existed:
self._rebuild_routing()
self._persist()
return existed
# ------------------------------------------------------------- discovery
def refresh(self, name: str | None = None) -> dict:
"""Znovu načte nástroje serveru (None = všech zapnutých)."""
names = [name] if name else [s.name for s in self._servers.values()
if s.enabled]
results = {}
for n in names:
server = self._servers.get(n)
if server is None:
results[n] = "neznámý server"
continue
try:
client = MCPClient(server.url, server.token, server.timeout)
client.initialize()
tools = client.list_tools()
with self._lock:
server.tools = tools
server.status = "ok"
server.error = ""
server.server_info = client.server_info
server.refreshed_at = time.time()
self._clients[n] = client
results[n] = f"ok ({len(tools)} nástrojů)"
logger.info("Tool server %s: %s nástrojů", n, len(tools))
except (httpx.HTTPError, MCPError, ValueError) as e:
with self._lock:
server.status = "error"
server.error = str(e)[:300]
results[n] = f"error: {e}"
logger.warning("Tool server %s selhal: %s", n, e)
with self._lock:
self._rebuild_routing()
self._persist()
return results
def _allowed(self, server: ToolServer, tool_name: str) -> bool:
if not server.allowed_tools:
return True
allowed = {t.strip() for t in server.allowed_tools.split(",") if t.strip()}
return tool_name in allowed
def _rebuild_routing(self):
self._routing = {}
for server in self._servers.values():
for tool in server.tools:
ext = f"ext_{server.name}_{_slug(tool.get('name', ''))}"[:64]
self._routing[ext] = (server.name, tool.get("name", ""))
# ------------------------------------------------------------- agent API
def openai_tools(self) -> list[dict]:
"""OpenAI function-calling definice všech zapnutých externích nástrojů."""
out = []
with self._lock:
for server in self._servers.values():
if not server.enabled or server.status != "ok":
continue
for tool in server.tools:
tname = tool.get("name", "")
if not tname or not self._allowed(server, tname):
continue
ext = f"ext_{server.name}_{_slug(tname)}"[:64]
schema = tool.get("inputSchema") or {"type": "object", "properties": {}}
desc = (f"[externí nástroj · server {server.name}] "
f"{tool.get('description', '')}")[:1024]
out.append({"type": "function", "function": {
"name": ext, "description": desc, "parameters": schema}})
return out
def call(self, ext_name: str, arguments: dict) -> dict:
"""Zavolá externí nástroj. Výsledek je NEDŮVĚRYHODNÝ obsah."""
with self._lock:
route = self._routing.get(ext_name)
if route is None:
return {"error": f"Neznámý externí nástroj {ext_name}"}
server_name, tool_name = route
server = self._servers.get(server_name)
if server is None or not server.enabled:
return {"error": f"Server {server_name} není dostupný/zapnutý"}
if not self._allowed(server, tool_name):
return {"error": f"Nástroj {tool_name} není na serveru povolen"}
client = self._clients.get(server_name)
if client is None:
client = MCPClient(server.url, server.token, server.timeout)
try:
client.initialize()
except (httpx.HTTPError, MCPError) as e:
return {"error": f"Připojení k {server_name} selhalo: {e}"}
self._clients[server_name] = client
try:
result = client.call_tool(tool_name, arguments or {})
except (httpx.HTTPError, MCPError) as first_error:
# session mohla vypršet — jedna reinicializace a retry
try:
client = MCPClient(server.url, server.token, server.timeout)
client.initialize()
self._clients[server_name] = client
result = client.call_tool(tool_name, arguments or {})
except (httpx.HTTPError, MCPError):
return {"error": f"Volání {tool_name}@{server_name} selhalo: "
f"{first_error}"}
return self._normalize_result(result)
@staticmethod
def _normalize_result(result: dict) -> dict:
texts = []
for block in result.get("content") or []:
if isinstance(block, dict) and block.get("type") == "text":
texts.append(block.get("text", ""))
out: dict = {}
if texts:
out["result"] = "\n".join(texts)
if result.get("structuredContent") is not None:
out["structured"] = result["structuredContent"]
if result.get("isError"):
return {"error": out.get("result") or "nástroj vrátil chybu"}
return out or {"result": "(prázdný výsledek)"}
# ------------------------------------------------------------- introspekce
def list(self, mask_secrets: bool = True) -> list[dict]:
with self._lock:
out = []
for server in self._servers.values():
data = asdict(server)
if mask_secrets and data.get("token"):
data["token"] = _MASK
data["tool_names"] = [t.get("name") for t in server.tools]
data["tools"] = len(server.tools)
out.append(data)
return out
def summary(self) -> dict:
with self._lock:
enabled = [s for s in self._servers.values() if s.enabled]
return {
"servers": len(self._servers),
"enabled": len(enabled),
"tools": sum(len(s.tools) for s in enabled if s.status == "ok"),
}
# ------------------------------------------------------------- persistence
def _persist(self):
try:
data = []
for server in self._servers.values():
item = asdict(server)
item.pop("server_info", None)
data.append(item)
self.path.parent.mkdir(parents=True, exist_ok=True)
fd, tmp = tempfile.mkstemp(dir=str(self.path.parent), suffix=".tmp")
with os.fdopen(fd, "w", encoding="utf-8") as f:
f.write(json.dumps(data, ensure_ascii=False, indent=2))
os.replace(tmp, self.path)
except OSError as e:
logger.warning("Persistence tool serverů selhala: %s", e)
def _load(self):
if not self.path.exists():
return
try:
data = json.loads(self.path.read_text(encoding="utf-8"))
except (OSError, json.JSONDecodeError) as e:
logger.warning("Načtení %s selhalo: %s", self.path, e)
return
for item in data:
try:
server = ToolServer(
name=item["name"], url=item["url"],
token=item.get("token", ""),
enabled=bool(item.get("enabled", True)),
allowed_tools=item.get("allowed_tools", ""),
timeout=int(item.get("timeout", DEFAULT_TIMEOUT)))
server.tools = item.get("tools", [])
server.status = item.get("status", "new")
self._servers[server.name] = server
except (KeyError, TypeError, ValueError):
continue
self._rebuild_routing()
logger.info("Načteno %s tool serverů z %s", len(self._servers), self.path)
# ---------------------------------------------------------------- registr
def parse_registry_payload(data: dict) -> list[dict]:
"""Z odpovědi oficiálního registru vytáhne servery s HTTP endpointem."""
out = []
for item in data.get("servers", []):
server = item.get("server", item)
remotes = [r for r in server.get("remotes", [])
if r.get("type") in ("streamable-http", "http") and r.get("url")]
out.append({
"name": server.get("name", "?"),
"description": (server.get("description") or "")[:200],
"version": server.get("version", ""),
"urls": [r["url"] for r in remotes],
"remote": bool(remotes),
})
return out
def search_registry(query: str, limit: int = 12,
remote_only: bool = True) -> list[dict]:
"""Prohledá oficiální MCP registr (registry.modelcontextprotocol.io)."""
resp = httpx.get(REGISTRY_URL, params={"search": query, "limit": max(limit, 30)},
timeout=20)
resp.raise_for_status()
results = parse_registry_payload(resp.json())
if remote_only:
results = [r for r in results if r["remote"]]
return results[:limit]
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