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Professional AI Agents MCP server

Which MCP servers are Professional AI Agents's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-27

← Back to Professional AI Agents

Whose server it is
  • Registry namecom.professionalaiagents/senecaverified in the MCP registry

The registry name sits under professionalaiagents.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-27
  • Staterequires sign-inchecked 2026-10-27

On 2026-10-27 the server answered and asked for a sign-in with a Professional AI Agents account (OAuth). It shows its tool list only to signed-in users, so we list none here.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: coordinate meeting times through Google Calendar; book flights and hotels from verbal requests; monitor for suspicious activity and trigger protective protocols.

Once connected

  • create_research change data without a sign-in: anyone with the address can call them.
  • Parameters are untyped or undescribed in 2 of 7 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 7, the first on 2026-10-27
  • INITE MCP score57 of 100answers 100 · does the job 0 · definitions 95 · context 99 · connects 100 · lowered by the warning signs below
  • What an agent can do with it0 of 3 use cases
  • Answered100% of days7 of 7 daily checks
  • Median first answer167 ms
  • Space in an agent's context≈ 3,116 tokensthe definitions of all its tools (7), which an agent carries on every turn
  • Tool definitionsA · 95 of 100
  • Typed results7 of 7 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 7

What an agent can do with it

  • cannot · coordinate meeting times through Google Calendar
  • cannot · book flights and hotels from verbal requests
  • cannot · monitor for suspicious activity and trigger protective protocols

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

  • Tools that change data, on a server that answers without a sign-in: create_research

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "seneca": {
      "type": "http",
      "url": "https://mcp.seneca.professionalaiagents.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http professionalaiagents https://mcp.seneca.professionalaiagents.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://mcp.seneca.professionalaiagents.com/mcp as a custom connector in the settings.

The first time it connects, the client opens a Professional AI Agents sign-in.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.