SERVER

RobotMCP

Rank #1,177

glama/manykarim/rf-mcp

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.

8 release tags
117 GitHub stars
by manykarim (1 servers)View repository ↗
First listed
Feb 16, 2026
Last publish date
Sep 26, 2026
PURPOSE

What you can do with RobotMCP

RobotMCP is a Model Context Protocol (MCP) server published by manykarim. It ranks #1,177 of 144,396 active servers on MCP Toplist, and its repository has 117 GitHub stars. RobotMCP is listed on Glama, with 8 release tags tracked from its GitHub repository. It was first listed on Feb 16, 2026 and most recently updated on Sep 26, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What RobotMCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using RobotMCP

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect RobotMCP and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Feb 16, 2026
Latest release tag
Sep 26, 2026
Version history
8 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 16, 2026
Registry sightings
  • Glama ↗listed since Jun 1, 2026 · still listed

Do you maintain RobotMCP? to correct or enrich this profile.

VERSIONS

GitHub releases (8)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.30.0 · Feb 16, 2026v0.30.1 · Feb 26, 2026v0.31.0 · Mar 23, 2026v0.31.1 · Mar 23, 2026v0.31.2 · Apr 22, 2026v0.34.0 · Jul 24, 2026v0.35.0 · Jul 24, 2026v0.36.0 · Sep 26, 2026Feb 16, 2026Sep 26, 2026
VersionPublished
v0.36.0Sep 26, 2026
v0.35.0Jul 24, 2026
v0.34.0Jul 24, 2026
v0.31.2Apr 22, 2026
v0.31.1Mar 23, 2026
v0.31.0Mar 23, 2026
v0.30.1Feb 26, 2026
v0.30.0Feb 16, 2026
STANDING
#1,177of 144,396 active serversTop 1%

Ranks ahead of 143,219 of 144,396 servers on MCP Toplist.

Recent momentum
+18GitHub stars since Jun 1 (+18%)
BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 144,396
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FAQ

Frequently asked questions

Who maintains RobotMCP?
RobotMCP is maintained by manykarim, which publishes 1 MCP server (8 total versions) tracked on MCP Toplist.
Is RobotMCP listed on the Official MCP Registry?
RobotMCP is not on the Official MCP Registry. It is listed on Glama.
How many versions does RobotMCP have?
No registry surfaces explicit version metadata for RobotMCP; MCP Toplist tracks 8 release tags from its GitHub repository, most recently published on Sep 26, 2026.
Where can I find the source code for RobotMCP?
The source code for RobotMCP is hosted at github.com/manykarim/rf-mcp.
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