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your toolset

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    Agent Web Search

    mcpkey · package
    io.github.JerryLiu369/agent-web-search · v0.8.0
    deploy just this

    Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.

    run it

    on your own machines, one way per deploy method
    generated from the record, not tested yet
    #!/usr/bin/env bash
# agent-web-search (io.github.JerryLiu369/agent-web-search), recipe baremetal (generated).
# Generated by Hub for toolset "my-agent"; started by mcp-my-agent-agent-web-search.service.
set -euo pipefail
export HOST=127.0.0.1 PORT=8101
exec uvx mcp-proxy --host 127.0.0.1 --port 8101 --pass-environment -- uvx agent-web-search-mcp==0.8.0

[Unit]
Description=MCP server agent-web-search (toolset my-agent), generated by Hub
After=network-online.target
Wants=network-online.target

[Service]
Type=simple
User=mcp
Group=mcp
EnvironmentFile=/etc/mcp/my-agent.env
Environment=HOME=/var/lib/mcp/agent-web-search
WorkingDirectory=/var/lib/mcp/agent-web-search
ExecStart=/opt/mcp/my-agent/bin/agent-web-search.sh
Restart=on-failure
RestartSec=5
NoNewPrivileges=true
ProtectSystem=strict
ProtectHome=true
PrivateTmp=true
ReadWritePaths=/var/lib/mcp/agent-web-search

[Install]
WantedBy=multi-user.target
    generated from the record, not tested yet
    docker run --rm -p 127.0.0.1:8101:8000 -e AGENT_WEB_SEARCH_PROVIDERS -e ARK_API_KEY -e GEMINI_API_KEY -e XAI_API_KEY -e DEEPSEEK_API_KEY -e AGENT_WEB_SEARCH_RESPONSES_API_KEY -e AGENT_WEB_SEARCH_RESPONSES_BASE_URL -e AGENT_WEB_SEARCH_MESSAGES_API_KEY -e AGENT_WEB_SEARCH_MESSAGES_BASE_URL -e TAVILY_API_KEY -e BRAVE_SEARCH_API_KEY -e PERPLEXITY_API_KEY -e YDC_API_KEY -e EXA_API_KEY -e PARALLEL_API_KEY -e ZHIPU_WEB_SEARCH_API_KEY -e ZHIPU_CHAT_SEARCH_API_KEY ghcr.io/astral-sh/uv:python3.12-bookworm-slim sh -c 'uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx agent-web-search-mcp==0.8.0'
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T06:14:22+00:00).
# Each package server runs behind a stdio->HTTP bridge and listens on localhost only.
#   cp .env.example .env    # fill the ${VAR}s
#   docker compose up -d && bash smoke.sh
# Remote servers are not here: clients reach them directly (see clients/).
name: mcp-my-agent
services:
  agent-web-search:
    image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
    command:
    - sh
    - -c
    - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx agent-web-search-mcp==0.8.0
    ports:
    - 127.0.0.1:8101:8000
    volumes:
    - uv-cache:/root/.cache/uv
    healthcheck:
      test:
      - CMD
      - python3
      - -c
      - import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/status')
      interval: 30s
      timeout: 5s
      retries: 5
      start_period: 2m
    restart: unless-stopped
    environment:
      AGENT_WEB_SEARCH_PROVIDERS: ${AGENT_WEB_SEARCH_PROVIDERS}
      ARK_API_KEY: ${ARK_API_KEY}
      GEMINI_API_KEY: ${GEMINI_API_KEY}
      XAI_API_KEY: ${XAI_API_KEY}
      DEEPSEEK_API_KEY: ${DEEPSEEK_API_KEY}
      AGENT_WEB_SEARCH_RESPONSES_API_KEY: ${AGENT_WEB_SEARCH_RESPONSES_API_KEY}
      AGENT_WEB_SEARCH_RESPONSES_BASE_URL: ${AGENT_WEB_SEARCH_RESPONSES_BASE_URL}
      AGENT_WEB_SEARCH_MESSAGES_API_KEY: ${AGENT_WEB_SEARCH_MESSAGES_API_KEY}
      AGENT_WEB_SEARCH_MESSAGES_BASE_URL: ${AGENT_WEB_SEARCH_MESSAGES_BASE_URL}
      TAVILY_API_KEY: ${TAVILY_API_KEY}
      BRAVE_SEARCH_API_KEY: ${BRAVE_SEARCH_API_KEY}
      PERPLEXITY_API_KEY: ${PERPLEXITY_API_KEY}
      YDC_API_KEY: ${YDC_API_KEY}
      EXA_API_KEY: ${EXA_API_KEY}
      PARALLEL_API_KEY: ${PARALLEL_API_KEY}
      ZHIPU_WEB_SEARCH_API_KEY: ${ZHIPU_WEB_SEARCH_API_KEY}
      ZHIPU_CHAT_SEARCH_API_KEY: ${ZHIPU_CHAT_SEARCH_API_KEY}
volumes:
  npm-cache: {}
  uv-cache: {}
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T06:14:22+00:00).
#   kubectl create namespace mcp
#   kubectl -n mcp create secret generic mcp-credentials --from-env-file=.env
#   kubectl apply -f kubernetes.yaml
# Services are cluster-internal: <name>.mcp.svc.cluster.local:8000/mcp. Put an ingress
# with auth in front before exposing any of them.
apiVersion: v1
kind: Namespace
metadata:
  name: mcp
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: agent-web-search
  namespace: mcp
  labels: &id001
    app: agent-web-search
spec:
  replicas: 1
  selector:
    matchLabels: *id001
  template:
    metadata:
      labels: *id001
    spec:
      containers:
      - name: agent-web-search
        image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
        ports:
        - containerPort: 8000
          name: http
        env:
        - name: AGENT_WEB_SEARCH_PROVIDERS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: AGENT_WEB_SEARCH_PROVIDERS
        - name: ARK_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: ARK_API_KEY
        - name: GEMINI_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: GEMINI_API_KEY
        - name: XAI_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: XAI_API_KEY
        - name: DEEPSEEK_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DEEPSEEK_API_KEY
        - name: AGENT_WEB_SEARCH_RESPONSES_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: AGENT_WEB_SEARCH_RESPONSES_API_KEY
        - name: AGENT_WEB_SEARCH_RESPONSES_BASE_URL
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: AGENT_WEB_SEARCH_RESPONSES_BASE_URL
        - name: AGENT_WEB_SEARCH_MESSAGES_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: AGENT_WEB_SEARCH_MESSAGES_API_KEY
        - name: AGENT_WEB_SEARCH_MESSAGES_BASE_URL
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: AGENT_WEB_SEARCH_MESSAGES_BASE_URL
        - name: TAVILY_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: TAVILY_API_KEY
        - name: BRAVE_SEARCH_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: BRAVE_SEARCH_API_KEY
        - name: PERPLEXITY_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: PERPLEXITY_API_KEY
        - name: YDC_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: YDC_API_KEY
        - name: EXA_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: EXA_API_KEY
        - name: PARALLEL_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: PARALLEL_API_KEY
        - name: ZHIPU_WEB_SEARCH_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: ZHIPU_WEB_SEARCH_API_KEY
        - name: ZHIPU_CHAT_SEARCH_API_KEY
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: ZHIPU_CHAT_SEARCH_API_KEY
        command:
        - sh
        - -c
        - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx agent-web-search-mcp==0.8.0
        readinessProbe:
          httpGet:
            path: /status
            port: http
          initialDelaySeconds: 10
---
apiVersion: v1
kind: Service
metadata:
  name: agent-web-search
  namespace: mcp
spec:
  selector:
    app: agent-web-search
  ports:
  - port: 8000
    targetPort: http
    name: http
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T06:14:22+00:00).
# Credentials come from the Secret 'mcp-credentials' (kubectl create secret generic ... --from-env-file=.env).
# Each server under `servers` is one Deployment + Service; the keys after it configure
# upstream charts a worker verified.
servers:
  agent-web-search:
    enabled: true
    replicas: 1
    port: 8000
    path: /mcp
    container:
      name: agent-web-search
      image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
      ports:
      - containerPort: 8000
        name: http
      env:
      - name: AGENT_WEB_SEARCH_PROVIDERS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: AGENT_WEB_SEARCH_PROVIDERS
      - name: ARK_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: ARK_API_KEY
      - name: GEMINI_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: GEMINI_API_KEY
      - name: XAI_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: XAI_API_KEY
      - name: DEEPSEEK_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DEEPSEEK_API_KEY
      - name: AGENT_WEB_SEARCH_RESPONSES_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: AGENT_WEB_SEARCH_RESPONSES_API_KEY
      - name: AGENT_WEB_SEARCH_RESPONSES_BASE_URL
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: AGENT_WEB_SEARCH_RESPONSES_BASE_URL
      - name: AGENT_WEB_SEARCH_MESSAGES_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: AGENT_WEB_SEARCH_MESSAGES_API_KEY
      - name: AGENT_WEB_SEARCH_MESSAGES_BASE_URL
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: AGENT_WEB_SEARCH_MESSAGES_BASE_URL
      - name: TAVILY_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: TAVILY_API_KEY
      - name: BRAVE_SEARCH_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: BRAVE_SEARCH_API_KEY
      - name: PERPLEXITY_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: PERPLEXITY_API_KEY
      - name: YDC_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: YDC_API_KEY
      - name: EXA_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: EXA_API_KEY
      - name: PARALLEL_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: PARALLEL_API_KEY
      - name: ZHIPU_WEB_SEARCH_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: ZHIPU_WEB_SEARCH_API_KEY
      - name: ZHIPU_CHAT_SEARCH_API_KEY
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: ZHIPU_CHAT_SEARCH_API_KEY
      command:
      - sh
      - -c
      - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx agent-web-search-mcp==0.8.0
      readinessProbe:
        httpGet:
          path: /status
          port: http
        initialDelaySeconds: 10

# helm install my-agent helm/my-agent -n mcp

    in the cloud

    one click: the provider's deploy form opens filled in, in your own account
    koyeb
    deploy to koyeb

    The form opens with CHANGE_ME for each value you supply: AGENT_WEB_SEARCH_PROVIDERS, ARK_API_KEY, GEMINI_API_KEY, XAI_API_KEY, DEEPSEEK_API_KEY, AGENT_WEB_SEARCH_RESPONSES_API_KEY, AGENT_WEB_SEARCH_RESPONSES_BASE_URL, AGENT_WEB_SEARCH_MESSAGES_API_KEY, AGENT_WEB_SEARCH_MESSAGES_BASE_URL, TAVILY_API_KEY, BRAVE_SEARCH_API_KEY, PERPLEXITY_API_KEY, YDC_API_KEY, EXA_API_KEY, PARALLEL_API_KEY, ZHIPU_WEB_SEARCH_API_KEY, ZHIPU_CHAT_SEARCH_API_KEY. Fill them in before you deploy.

    Clients connect to the service's https://…koyeb.app address plus /mcp.

    azure
    deploy to azuretemplate

    A Container Apps environment with one app per server, each with HTTPS ingress and one replica. The portal asks for each value you supply as a secure parameter; the deployment's outputs list the endpoints.

    connect to it

    copy what your client needs
    uvx agent-web-search-mcp==0.8.0
# env: AGENT_WEB_SEARCH_PROVIDERS, ARK_API_KEY, GEMINI_API_KEY, XAI_API_KEY, DEEPSEEK_API_KEY, AGENT_WEB_SEARCH_RESPONSES_API_KEY, AGENT_WEB_SEARCH_RESPONSES_BASE_URL, AGENT_WEB_SEARCH_MESSAGES_API_KEY, AGENT_WEB_SEARCH_MESSAGES_BASE_URL, TAVILY_API_KEY, BRAVE_SEARCH_API_KEY, PERPLEXITY_API_KEY, YDC_API_KEY, EXA_API_KEY, PARALLEL_API_KEY, ZHIPU_WEB_SEARCH_API_KEY, ZHIPU_CHAT_SEARCH_API_KEY
    {
  "mcpServers": {
    "agent-web-search": {
      "command": "uvx",
      "args": [
        "agent-web-search-mcp==0.8.0"
      ],
      "env": {
        "AGENT_WEB_SEARCH_PROVIDERS": "${AGENT_WEB_SEARCH_PROVIDERS}",
        "ARK_API_KEY": "${ARK_API_KEY}",
        "GEMINI_API_KEY": "${GEMINI_API_KEY}",
        "XAI_API_KEY": "${XAI_API_KEY}",
        "DEEPSEEK_API_KEY": "${DEEPSEEK_API_KEY}",
        "AGENT_WEB_SEARCH_RESPONSES_API_KEY": "${AGENT_WEB_SEARCH_RESPONSES_API_KEY}",
        "AGENT_WEB_SEARCH_RESPONSES_BASE_URL": "${AGENT_WEB_SEARCH_RESPONSES_BASE_URL}",
        "AGENT_WEB_SEARCH_MESSAGES_API_KEY": "${AGENT_WEB_SEARCH_MESSAGES_API_KEY}",
        "AGENT_WEB_SEARCH_MESSAGES_BASE_URL": "${AGENT_WEB_SEARCH_MESSAGES_BASE_URL}",
        "TAVILY_API_KEY": "${TAVILY_API_KEY}",
        "BRAVE_SEARCH_API_KEY": "${BRAVE_SEARCH_API_KEY}",
        "PERPLEXITY_API_KEY": "${PERPLEXITY_API_KEY}",
        "YDC_API_KEY": "${YDC_API_KEY}",
        "EXA_API_KEY": "${EXA_API_KEY}",
        "PARALLEL_API_KEY": "${PARALLEL_API_KEY}",
        "ZHIPU_WEB_SEARCH_API_KEY": "${ZHIPU_WEB_SEARCH_API_KEY}",
        "ZHIPU_CHAT_SEARCH_API_KEY": "${ZHIPU_CHAT_SEARCH_API_KEY}"
      }
    }
  }
}
    #!/usr/bin/env bash
# Registers every server with Claude Code (run once; `claude mcp list` to check).
set -euo pipefail
set -a; [ -f .env ] && source .env; set +a
claude mcp add agent-web-search -e "AGENT_WEB_SEARCH_PROVIDERS=${AGENT_WEB_SEARCH_PROVIDERS}" -e "ARK_API_KEY=${ARK_API_KEY}" -e "GEMINI_API_KEY=${GEMINI_API_KEY}" -e "XAI_API_KEY=${XAI_API_KEY}" -e "DEEPSEEK_API_KEY=${DEEPSEEK_API_KEY}" -e "AGENT_WEB_SEARCH_RESPONSES_API_KEY=${AGENT_WEB_SEARCH_RESPONSES_API_KEY}" -e "AGENT_WEB_SEARCH_RESPONSES_BASE_URL=${AGENT_WEB_SEARCH_RESPONSES_BASE_URL}" -e "AGENT_WEB_SEARCH_MESSAGES_API_KEY=${AGENT_WEB_SEARCH_MESSAGES_API_KEY}" -e "AGENT_WEB_SEARCH_MESSAGES_BASE_URL=${AGENT_WEB_SEARCH_MESSAGES_BASE_URL}" -e "TAVILY_API_KEY=${TAVILY_API_KEY}" -e "BRAVE_SEARCH_API_KEY=${BRAVE_SEARCH_API_KEY}" -e "PERPLEXITY_API_KEY=${PERPLEXITY_API_KEY}" -e "YDC_API_KEY=${YDC_API_KEY}" -e "EXA_API_KEY=${EXA_API_KEY}" -e "PARALLEL_API_KEY=${PARALLEL_API_KEY}" -e "ZHIPU_WEB_SEARCH_API_KEY=${ZHIPU_WEB_SEARCH_API_KEY}" -e "ZHIPU_CHAT_SEARCH_API_KEY=${ZHIPU_CHAT_SEARCH_API_KEY}" -- uvx agent-web-search-mcp==0.8.0

    {
  "mcpServers": {
    "agent-web-search": {
      "command": "uvx",
      "args": [
        "agent-web-search-mcp==0.8.0"
      ],
      "env": {
        "AGENT_WEB_SEARCH_PROVIDERS": "${AGENT_WEB_SEARCH_PROVIDERS}",
        "ARK_API_KEY": "${ARK_API_KEY}",
        "GEMINI_API_KEY": "${GEMINI_API_KEY}",
        "XAI_API_KEY": "${XAI_API_KEY}",
        "DEEPSEEK_API_KEY": "${DEEPSEEK_API_KEY}",
        "AGENT_WEB_SEARCH_RESPONSES_API_KEY": "${AGENT_WEB_SEARCH_RESPONSES_API_KEY}",
        "AGENT_WEB_SEARCH_RESPONSES_BASE_URL": "${AGENT_WEB_SEARCH_RESPONSES_BASE_URL}",
        "AGENT_WEB_SEARCH_MESSAGES_API_KEY": "${AGENT_WEB_SEARCH_MESSAGES_API_KEY}",
        "AGENT_WEB_SEARCH_MESSAGES_BASE_URL": "${AGENT_WEB_SEARCH_MESSAGES_BASE_URL}",
        "TAVILY_API_KEY": "${TAVILY_API_KEY}",
        "BRAVE_SEARCH_API_KEY": "${BRAVE_SEARCH_API_KEY}",
        "PERPLEXITY_API_KEY": "${PERPLEXITY_API_KEY}",
        "YDC_API_KEY": "${YDC_API_KEY}",
        "EXA_API_KEY": "${EXA_API_KEY}",
        "PARALLEL_API_KEY": "${PARALLEL_API_KEY}",
        "ZHIPU_WEB_SEARCH_API_KEY": "${ZHIPU_WEB_SEARCH_API_KEY}",
        "ZHIPU_CHAT_SEARCH_API_KEY": "${ZHIPU_CHAT_SEARCH_API_KEY}"
      }
    }
  }
}
    {
  "servers": {
    "agent-web-search": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "agent-web-search-mcp==0.8.0"
      ],
      "env": {
        "AGENT_WEB_SEARCH_PROVIDERS": "${AGENT_WEB_SEARCH_PROVIDERS}",
        "ARK_API_KEY": "${ARK_API_KEY}",
        "GEMINI_API_KEY": "${GEMINI_API_KEY}",
        "XAI_API_KEY": "${XAI_API_KEY}",
        "DEEPSEEK_API_KEY": "${DEEPSEEK_API_KEY}",
        "AGENT_WEB_SEARCH_RESPONSES_API_KEY": "${AGENT_WEB_SEARCH_RESPONSES_API_KEY}",
        "AGENT_WEB_SEARCH_RESPONSES_BASE_URL": "${AGENT_WEB_SEARCH_RESPONSES_BASE_URL}",
        "AGENT_WEB_SEARCH_MESSAGES_API_KEY": "${AGENT_WEB_SEARCH_MESSAGES_API_KEY}",
        "AGENT_WEB_SEARCH_MESSAGES_BASE_URL": "${AGENT_WEB_SEARCH_MESSAGES_BASE_URL}",
        "TAVILY_API_KEY": "${TAVILY_API_KEY}",
        "BRAVE_SEARCH_API_KEY": "${BRAVE_SEARCH_API_KEY}",
        "PERPLEXITY_API_KEY": "${PERPLEXITY_API_KEY}",
        "YDC_API_KEY": "${YDC_API_KEY}",
        "EXA_API_KEY": "${EXA_API_KEY}",
        "PARALLEL_API_KEY": "${PARALLEL_API_KEY}",
        "ZHIPU_WEB_SEARCH_API_KEY": "${ZHIPU_WEB_SEARCH_API_KEY}",
        "ZHIPU_CHAT_SEARCH_API_KEY": "${ZHIPU_CHAT_SEARCH_API_KEY}"
      }
    }
  }
}
    name: my-agent
target: local
servers:
- hub: io.github.JerryLiu369/agent-web-search
    • not probed yet: tools unpinned, ingest lists them

    tools

    Not probed yetThe tools appear once the hub or its worker has listed this entry. Running it still works: your client lists them on first start.