RobotMCP

Item: RobotMCP
Rating: 71
Author: M8ven

RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges the gap between human language and Robot Framework automation. It enables AI agents to understand test intentions, execute steps interactively, and generate complete test suites from successful executions.

→ manykarim/rf-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configROBOTMCP_RF_RUNNER_REQUESTS

configROBOTMCP_RF_CONTEXT_ONLY

configROBOTMCP_PRE_VALIDATION— 0 / 1 1 Enable element pre-validation before actions

configROBOTMCP_MATCHER_RERANK

configROBOTMCP_RERANK_DOWNWEIGHT

configROBOTMCP_RERANK_CAP

configROBOTMCP_FRONTEND_EVENT_BUFFER

configROBOTMCP_OUTPUT_MODE— auto / full / delta auto Default get_session_state response mode

configROBOTMCP_ARTIFACT_DIR

configROBOTMCP_MAX_INLINE_TOKENS

configROBOTMCP_ARTIFACT_TTL

configROBOTMCP_FETCH_ARTIFACT

configROBOTMCP_MEMORY_ENABLED— "": "true",

configROBOTMCP_INSTRUCTIONS— off / default / custom default

configROBOTMCP_INSTRUCTIONS_FILE— Path to .txt or .md file (none, required when mode=custom)

configROBOTMCP_MEMORY_MODEL— model name potion-base-8M Embedding model for similarity search

configROBOTMCP_MEMORY_MAX_RECORDS

configROBOTMCP_MEMORY_PRUNE_DAYS

configROBOTMCP_MEMORY_DECAY_HALF_LIFE

configROBOTMCP_PROJECT_ID

configROBOTMCP_TOKENIZER

configROBOTMCP_FRONTEND_HOST— Environment equivalents: ROBOTMCP_ENABLE_FRONTEND=1, , ROBOTMCP_FRONTEND_PORT, ROBOTMCP_FRONTEND_BASE_PATH, ROBOTMCP_FRONTEND_DEBUG

configROBOTMCP_FRONTEND_PORT— Environment equivalents: ROBOTMCP_ENABLE_FRONTEND=1, ROBOTMCP_FRONTEND_HOST, , ROBOTMCP_FRONTEND_BASE_PATH, ROBOTMCP_FRONTEND_DEBUG

configROBOTMCP_FRONTEND_BASE_PATH— Environment equivalents: ROBOTMCP_ENABLE_FRONTEND=1, ROBOTMCP_FRONTEND_HOST, ROBOTMCP_FRONTEND_PORT, , ROBOTMCP_FRONTEND_DEBUG

configROBOTMCP_FRONTEND_DEBUG— Environment equivalents: ROBOTMCP_ENABLE_FRONTEND=1, ROBOTMCP_FRONTEND_HOST, ROBOTMCP_FRONTEND_PORT, ROBOTMCP_FRONTEND_BASE_PATH,

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/manykarim-rf-mcp-1tob18)](https://m8ven.ai/mcp/manykarim-rf-mcp-1tob18)

commit: 58473cf143938b6b9f668c638d87afdc80a5eb8d

code hash: 379af7b1acc8ca965091b18b2815f55c76eee4cf7ead18843dcd893c80ad50f5

verified: 6/18/2026, 11:36:42 AM

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