Skip to main content
Glama
Sign In
Industrial MCP Servers

Industrial MCP Servers

by ZhengjunSun
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Industrial MCP Servers

CI

A dependency-free Model Context Protocol learning implementation exposing safe, synthetic tools for telecom operations, refinery planning, and legal research.

Tools

Tool

Purpose

Safety boundary

telecom_search_events

Search synthetic normalized events

Read-only, bounded limit

refinery_check_blend

Validate a hypothetical crude blend

Deterministic calculation

legal_lookup_provision

Retrieve a fictional provision

Citation-only research

The stdio server implements MCP-style initialize, tools/list, and tools/call JSON-RPC methods. Inputs are validated and all outputs are structured.

python -m industrial_mcp.server
python -m unittest discover -s tests -v

This repository is an educational, independent implementation. Production use should use an official MCP SDK and add authentication, authorization, transport security, and policy enforcement.

Related MCP server: Apigee X AI Gateway

License

MIT

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    This server cannot be deployed

    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    Maintenance

    ActivitySlowing
    ResponsivenessNo recent community issues

    Resources

    Related MCP Connectors

    Related MCP Servers

    • Proto OS

      ANAMIZED
      A
      license
      A
      quality
      C
      maintenance
      Provides a JSON-RPC MCP server that exposes policy-governed agent tools, including paid tools, tool muxing, and OpenAPI-to-MCP conversion, enabling agents to discover, coordinate, and execute tasks within the ProtoOS ecosystem.
      5
      1
      Apache 2.0

    • Apigee X AI Gateway

      welylau
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to discover and invoke backend tools over MCP JSON-RPC while enforcing 3-legged OAuth 2.0 identity propagation, role-based access control, and protocol transcoding to REST APIs.
      1
      Apache 2.0

    • MCP-ToolHub

      vishwajitvm
      F
      license
      Not graded
      quality
      C
      maintenance
      Enables secure discovery and invocation of sandboxed filesystem, repository inspection, and utility tools through a unified MCP client with schema validation, timeouts, and execution traces.
      -

    • Nexus Impact AI MCP Server

      fetleepi-oss
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables MCP clients to discover and invoke domain-specialized tools for humanitarian emergency response, public health, research synthesis, grant proposals, human rights monitoring, maternal health, and SOP synthesis. It supports JSON-RPC 2.0 over Streamable HTTP for structured, privacy-conscious field outputs and voice-friendly summaries.
      MIT