mcp-registry/io.github.jkanselaar/python-code-validator · v1.29.0
Also listed as glama/jkanselaar/python-code-validator, mcp-registry/ai.statemind/python-code-validator
As of 2026-10-17 07:32 UTC, the Jkanselaar Python Code Validator MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 5 outages in 90 days, with a median recovery of 2 minutes.
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security, exact fixes.
Claude Code
claude mcp add --transport http jkanselaar-python-code-validator-mcp-ser https://api.statemind.ai/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"jkanselaar-python-code-validator-mcp-ser": {
"type": "http",
"url": "https://api.statemind.ai/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
3 tool definition(s) exceed ~1,200 tokens each (largest: validate_python, ~1,244).
Move long reference material out of descriptions (link a doc or expose a resource), drop repeated examples, and collapse large enums. Trimming these to ~600 tokens saves ~1,930 tokens every session.
Handshake + tools/list takes ~2,071 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
Runs commands or code supplied by the model. Legitimate for dev tools; clients should require confirmation. Example (execute_python, name): "execute_python(code, options, language)"
Declare destructiveHint/readOnlyHint on these tools and say plainly in the description what runs, where, and with what limits.
Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.jkanselaar/python-code-validator"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.jkanselaar/python-code-validator"}) over MCP.
validate_python ~1,244 tokensexecute_python ~1,243 tokensrepair_python ~1,243 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.jkanselaar%2Fpython-code-validator?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.jkanselaar%2Fpython-code-validator?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.jkanselaar%2Fpython-code-validator.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.jkanselaar%2Fpython-code-validator.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.jkanselaar%2Fpython-code-validator?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:7924d060c892c3df…, first seen 2026-10-17, included at leaf 11604 of 17,126. Version history · verify what your client received.
Compare: most reliable code servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-17 07:32 UTC, the Jkanselaar Python Code Validator MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 5 outages in 90 days, with a median recovery of 2 minutes.
Jkanselaar Python Code Validator MCP server advertises 3 tools, including execute_python, repair_python, validate_python.
Point your MCP client at this streamable-http endpoint: https://api.statemind.ai/mcp
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.