pulsemcp Safe content atomic mcp-remote

TheMCPCompany

TheMCPCompany is a research benchmark implementation that creates MCP servers for real-world enterprise services including GitLab, Plane, RocketChat, ownCloud, and Azure, providing over 18,000 tools for evaluating tool-calling agents. Built by researchers at BatsResearch, it transforms REST APIs into MCP servers using FastMCP and includes both oracle tool selection and retrieval-based tool discovery mechanisms. The implementation features Docker containerization, dynamic authentication handling, OpenAPI spec processing with regex fixes and schema validation, and specialized wrappers for Azure services that dynamically update base URLs. Designed for academic research on agent capabilities, it enables comparison between browser-based and tool-based agents across complex enterprise workflows, making it useful for benchmarking LLM tool-calling performance, studying tool retrieval effectiveness, and evaluating agent reasoning in multi-service environments.

Cognium trust score

50%

Tier

Unverified

Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately.

View full trust & usage report →

Metadata

Version: 1.0.0
Skill type: atomic
Execution layer: mcp-remote
Category: database
Source: PulseMCP
Repository: github.com/reza-esfandiarpoor/the-mcp-company
Author type: human
Updated: 2026-04-25

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MCP

Resolve TheMCPCompany from your agent

Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.

One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.

claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp

Swap --scope user for --scope project to commit it to .mcp.json.

Your client Same endpoint everywhere; only the config key differs. The full list is in the descriptor.

Claude Desktop · Settings → Connectors → Add custom connector

https://api.skillsregistry.net/mcp

Paste the URL as the connector endpoint. No authentication.

ChatGPT · Settings → Connectors → Create (developer mode) → MCP server URL

https://api.skillsregistry.net/mcp

Authentication: none. Works in chat and deep research — the server exposes the connector search and fetch tools.

Codex CLI · ~/.codex/config.toml

[mcp_servers.skillsregistry]
url = "https://api.skillsregistry.net/mcp"