PAIML MCP Agent Toolkit
Rank #249mcp.so/paiml-mcp-agent-toolkit/paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
What you can do with PAIML MCP Agent Toolkit
PAIML MCP Agent Toolkit is a Model Context Protocol (MCP) server published by paiml. It ranks #249 of 144,396 active servers on MCP Toplist, and its repository has 167 GitHub stars. PAIML MCP Agent Toolkit is listed across 2 registries — mcp.so and PulseMCP, with 40 release tags tracked from its GitHub repository. It was first listed on May 25, 2025 and most recently updated on Sep 28, 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.
What PAIML MCP Agent Toolkit can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using PAIML MCP Agent Toolkit
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect PAIML MCP Agent Toolkit and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
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.
When to choose another server
No task-specific alternatives are catalogued for PAIML MCP Agent Toolkityet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 25, 2025
- Latest release tag
- Sep 28, 2026
- Version history
- 40 release tags tracked (below)
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- mcp.so ↗listed since May 23, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain PAIML MCP Agent Toolkit? to correct or enrich this profile.
GitHub releases (40)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v3.42.0 | Sep 28, 2026 |
| v3.41.1 | Sep 18, 2026 |
| v3.40.2 | Sep 15, 2026 |
| v3.40.1 | Sep 14, 2026 |
| v3.40.0 | Sep 7, 2026 |
| v3.39.0 | Sep 6, 2026 |
| v3.38.0 | Sep 6, 2026 |
| v3.37.0 | Sep 4, 2026 |
| v3.36.0 | Sep 3, 2026 |
| v3.34.0 | Aug 29, 2026 |
| v3.33.0 | Aug 28, 2026 |
| v3.32.0 | Aug 25, 2026 |
| v3.31.0 | Aug 16, 2026 |
| v3.30.1 | Aug 14, 2026 |
| v3.30.0 | Aug 14, 2026 |
| v3.29.0 | Aug 1, 2026 |
| v3.28.2 | Jul 30, 2026 |
| v3.28.1 | Jul 29, 2026 |
| nightly | Jul 29, 2026 |
| v3.28.0 | Jul 29, 2026 |
| v3.27.0 | Jul 28, 2026 |
| v3.26.0 | Jul 28, 2026 |
| v3.24.2 | Jul 5, 2026 |
| v3.24.1 | Jul 4, 2026 |
| v3.24.0 | Jul 4, 2026 |
| v3.23.0 | Jul 4, 2026 |
| v3.21.0 | Jul 2, 2026 |
| v3.19.2 | Jun 13, 2026 |
| v3.19.1 | Jun 13, 2026 |
| v3.19.0 | Jun 13, 2026 |
| v3.18.4 | Jun 13, 2026 |
| v3.18.3 | Jun 13, 2026 |
| v3.18.2 | Jun 12, 2026 |
| v3.18.1 | Jun 12, 2026 |
| v3.18.0 | Jun 11, 2026 |
| v3.17.0 | May 6, 2026 |
| v3.16.0 | Apr 27, 2026 |
| v3.14.0 | Apr 15, 2026 |
| v3.10.0 | Mar 31, 2026 |
| v3.8.0 | Mar 23, 2026 |
Ranks ahead of 144,147 of 144,396 servers on MCP Toplist.
Show your rank
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[](https://mcptoplist.com/server/mcp.so%2Fpaiml-mcp-agent-toolkit%2Fpaiml)<a href="https://mcptoplist.com/server/mcp.so%2Fpaiml-mcp-agent-toolkit%2Fpaiml"><img src="https://mcptoplist.com/badge/mcp.so%2Fpaiml-mcp-agent-toolkit%2Fpaiml.svg" alt="MCP Toplist: Top 1% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains PAIML MCP Agent Toolkit?
- PAIML MCP Agent Toolkit is maintained by paiml, which publishes 6 MCP servers (87 total versions) tracked on MCP Toplist.
- Is PAIML MCP Agent Toolkit listed on the Official MCP Registry?
- PAIML MCP Agent Toolkit is not on the Official MCP Registry. It is listed on mcp.so and PulseMCP.
- How many versions does PAIML MCP Agent Toolkit have?
- No registry surfaces explicit version metadata for PAIML MCP Agent Toolkit; MCP Toplist tracks 40 release tags from its GitHub repository, most recently published on Sep 28, 2026.
- Where can I find the source code for PAIML MCP Agent Toolkit?
- The source code for PAIML MCP Agent Toolkit is hosted at github.com/paiml/paiml-mcp-agent-toolkit.
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