# OctoPerf MCP — AI Connector OctoPerf MCP publishes 96 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/developer-tools/octoperf-mcp/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Developer Tools](https://node8.ai/ai-connectors/developer-tools/) # OctoPerf MCP Load test scenarios, runs, and results on the OctoPerf platform Listed in Claude · 96 published tools · Community-listed [Claude connector docs](https://api.octoperf.com/doc/mcp/) [octoperf.com](https://octoperf.com/) Overview ## What OctoPerf MCP does OctoPerf is a load testing platform, and the connector covers the whole performance testing loop in conversation. Virtual users can be imported from HAR captures, JMX files, Playwright scripts, Postman collections, or a plain URL, then validated and auto-correlated so replay stops breaking on dynamic values such as CSRF tokens and session identifiers. Scenarios can be configured with ramp-up or stairs profiles, launched, and scheduled, with results read back as summary metrics, error breakdowns, response-time charts, threshold alarms, and insights, and bench reports exported as PDF. Connection uses OAuth 2.1 with dynamic client registration and PKCE, so no API key is copied or stored, and it works against the hosted service or a self-hosted install. ### Who it is for Performance engineers running load tests against staging or production systems. ### Tool surface Ninety-six tools is among the largest counts in this category and none of them were visible: the OAuth gate answers first, leaving the spread across projects, virtual users, scenarios, and benches unverified. Availability ## Where OctoPerf MCP is listed OctoPerf MCP is listed in the Claude connectors directory only. OctoPerf has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory OctoPerf MCP publishes 96 tools to Claude, a deeper surface than 98.2% of the 1,253 Claude-listed connectors, the top decile. The median Claude-listed connector filed under Developer Tools publishes 13, so this one runs 83 tools above its bucket's median and ranks 4th of 95 by tool count. It falls in the 51+ tools band, which holds 9.6% of the Claude directory. OctoPerf MCP publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher OctoPerf Verification Community-listed (61.5% of the Claude directory) Filed under Developer Tools Endpoint `https://api.octoperf.com/mcp` Documentation [Publisher setup docs](https://api.octoperf.com/doc/mcp/) Published tools 96 · 51+ tools band Depth rank in Developer Tools 4 of 95 Snapshot August 2026 OctoPerf MCP is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How OctoPerf describes it > OctoPerf MCP connects Claude to the OctoPerf load-testing platform so you can run a full performance-testing workflow in natural language. Import virtual users from HAR captures, Postman collections, Playwright scripts, JMX files or plain URLs, then validate and auto-correlate them so replay stops failing on dynamic parameters (CSRF tokens, session IDs). Configure and launch load scenarios (ramp-up, stairs, ramp-up/down), schedule them, and read back results: summary metrics, response-time charts, error breakdowns, threshold alarms and insights — and export bench reports as PDF. Hosted remote server: Streamable HTTP with OAuth 2.1 (Dynamic Client Registration + PKCE) — no API key to copy or store. Each user connects with their own OctoPerf account through the browser and can revoke access anytime. Works against OctoPerf SaaS or self-hosted, covering project, virtual-user, scenario and bench-result management (~100 tools). Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Developer Tools connectors ### [Affirmed AI](https://node8.ai/ai-connectors/developer-tools/affirmed-ai/) Vulnerability findings and endpoint inventory from Affirmed Claude ### [swatchdog](https://node8.ai/ai-connectors/developer-tools/swatchdog/) Checks generated UI code against a design token set Claude ### [Apiiro Guardian](https://node8.ai/ai-connectors/developer-tools/apiiro-guardian/) Application security risk context from an Apiiro deployment Claude ### [ArmorCodex](https://node8.ai/ai-connectors/developer-tools/armorcodex/) Policy rules for AI coding agent access ChatGPT ### [Build Web Apps](https://node8.ai/ai-connectors/developer-tools/build-web-apps/) Frontend web app building with testing and payments ChatGPT ### [Build Web Data Visualization](https://node8.ai/ai-connectors/developer-tools/build-web-data-visualization/) Design and build browser-based charts and dashboards ChatGPT [All 188 Developer Tools connectors](https://node8.ai/ai-connectors/developer-tools/) This is an independent catalogue entry compiled by Node8 from OctoPerf MCP's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with OctoPerf, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session