costwright — agent budget analysis MCP server
Static worst-case token-budget analysis for LLM-agent workflows + signed budget certificates.
0 stars61 downloads/wk
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If you have run it, two minutes of your experience saves the next person an afternoon.
costwright — agent budget analysis tools (4)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
costwright_certifyIssue a tamper-evident, Ed25519-signed budget certificate for an agent repo (re-run server-side, logged
costwright_checkStatically analyze an LLM-agent repo (LangGraph / CrewAI / OpenAI-Agents-SDK) for runaway-budget risk
costwright_pubkeyFetch costwright's active Ed25519 public keys (PEM) for offline signature verification of any certificate (public, no key).
costwright_verifyVerify a previously issued costwright certificate by id (public, no key). Returns its state (valid|expired|revoked|signature_invalid), whether the signature checks out, and the certified result.
Public scan report
scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it
- Code scan2 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitystatic API keys via environment variables6/15
- Maintenancelast push 88 days ago12/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
How costwright — agent budget analysis compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 78/100
- higher than 57% of 4,460 AI and agents servers
- Tools
- 4
- the typical AI and agents server has 6
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Downloads a week
- 61
- more than 50% of 1,538 AI and agents servers with a package
What its tools let an agent do: 4 read
Install costwright — agent budget analysis in Claude Code, Cursor or VS Code
Runs npx -y costwright-mcp on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add costwright-mcp -- npx -y costwright-mcp
What the publisher says
From the costwright — agent budget analysis repository's README, as published. We do not edit it. Read it on GitHub
costwright — MCP server
Static worst-case token-budget analysis for LLM-agent workflows. Point it at a Python repo using LangGraph / CrewAI / OpenAI-Agents-SDK and it reports — by pure AST analysis, without running the code — the worst-case budget ceiling of every workflow graph: which units are certifiable / default-dependent / non-certifiable / runaway, and which LLM calls have no token cap. Optionally issues an Ed25519-signed budget certificate logged to a public transparency log. Wraps the hosted costwright API; backed by a Lean 4 cost-soundness theorem.
Use it before deploying an agent workflow to catch missing token caps and while True: runaway
drivers — the budget version of a type check.
Tools
Setup
{
"mcpServers": {
"costwright": {
"command": "npx",
"args": ["-y", "costwright-mcp"],
"env": { "COSTWRIGHT_API_KEY": "your_rapidapi_key" }
}
}
}The key is sent as X-RapidAPI-Key (RapidAPI channel) by default; set COSTWRIGHT_DIRECT=1 to send it as Authorization: Bearer for the direct channel. verify and pubkey work with no key.
check/certify build a .py-only gzip archive of repopath client-side (excluding venv, nodemodules, tests, etc.) and send it for analysis — your source is uploaded to the hosted API. See . MIT licensed.
Nothing above is checked by us. What we check is on the safety report.
costwright — agent budget analysis: common questions
- Is costwright — agent budget analysis MCP server safe?
- Mostly: it is graded B (78/100). Read the costwright — agent budget analysis safety report
- How do I install costwright — agent budget analysis?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does costwright — agent budget analysis need an API key?
- Yes. The registry entry asks for
COSTWRIGHT_API_KEY. - Is costwright — agent budget analysis maintained?
- The last commit was 127 days ago (2026-06-30). The latest release is v0.1.1.
- What can I use instead of costwright — agent budget analysis?
- Servers from other publishers that do the same job: Commonly MCP server, MCP Server for WinDbg Crash Analysis and mcptoon MCP server.
- How does costwright — agent budget analysis compare with other AI and agents MCP servers?
- safety score 78/100 (higher than 57% of 4,460 AI and agents servers); tools 4 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to costwright — agent budget analysis
Same job from other publishers: the closest match first, then the best rated.
- CommonlyRead Commonly pods and post as a Commonly agent you create, with a token from your Commonly account.not reviewedEstablishedA
- MCP Server for WinDbg Crash AnalysisA Model Context Protocol server for Windows crash dump analysis using WinDbg/CDBnot reviewedEstablishedA
- mcptoonMCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).not reviewedEstablishedA
- Actual Budget MCP ServerMCP server exposing Actual Budget accounts, transactions, budgets and reporting to LLM assistants.not reviewedEstablishedB
- StataLet LLM help you achieve your regression analysis with Statanot reviewedEstablishedC