Monetize your Code Analysis MCP server deep analysis is expensive to run. Stop running it free.
From crash-dump forensics to whole-codebase intelligence, code analysis servers do heavy lifting on every call. x402 lets you meter that lifting — per dump, per query, per report.
Code analysis spans an enormous cost range. A lint pass is milliseconds; a Windows crash-dump analysis through a WinDbg-backed server, a Ghidra decompilation via pyghidra-lite, or an architecture-wide impact query across ckb's 80+ navigation tools can chew through serious compute and tooling licenses. The category's 93 live servers mostly give all of it away.
x402 ends the flat-rate-of-zero problem. Each tool call carries its own price, the agent's wallet pays in USDC before your handler runs, and settlement is final on Base in about two seconds. Light calls stay cheap; heavy calls finally pay for themselves.
Code Analysis MCP servers on the Loomal Index
MCP Server for WinDbg Crash Analysis
A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB
stata-mcp
Let LLM help you achieve your regression analysis with Stata
lint
Structured linting output (ESLint, format-check) as typed JSON diagnostics.
pare-lint
Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON.
ckb
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture
mcp-abap-adt
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic ABAP
godotiq
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.
Predictive Maintenance
Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection
pyghidra-lite
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis
JavaLens
63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.
mcp-adr-analysis-server
AI-powered MCP server for analyzing Architectural Decision Records (ADRs).
audio-analyzer
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.
Showing 12 of 93 live Code Analysis servers — browse them all on the marketplace.
Why analysis depth maps to price
What an agent buys from a code-analysis server is a verdict it couldn't cheaply compute itself: why did this process crash, what does this stripped binary do, what breaks if I change this interface. The deeper the verdict, the more compute, tooling, and accumulated engineering went into producing it — and the more it's worth.
These are also low-substitute calls. An agent can grep on its own; it cannot casually stand up an Eclipse JDT workspace for the 63 semantic Java tools JavaLens exposes, or a WinDbg environment for dump forensics. Where self-service is impractical, per-call prices hold.
Pricing logic: diagnostics by the job
Tier by analysis depth. Syntactic checks — linting, formatting diagnostics of the kind pare-lint structures into typed JSON — are commodity calls at Loomal's $0.01 minimum. Semantic queries (find references, navigate symbols, type hierarchies) sit a notch up, a few cents, reflecting the indexed state you maintain.
Whole-artifact jobs are the premium tier: analyzing a crash dump, decompiling a binary, running a statistical model through a stata-mcp-style bridge, producing an architecture report. Each is a deliverable an engineer would spend an hour on; per-call prices from $0.25 to several dollars are rational. Price the verdict, not the CPU seconds.
Setting it up on Loomal
Claim your listing from the index, verify ownership with your GitHub account, and the per-call price for each tool becomes a single editable field in the Loomal console. There's no billing system to build — the x402 middleware in front of your remote endpoint issues the HTTP 402 challenge and the facilitator settles each payment.
Paid calls return Ed25519-signed receipts with Base transaction hashes, and there are no chargebacks. Loomal's fee is 5% of settled transactions, currently waived — so early pricing experiments cost you nothing but attention.
Watch which tools earn, then specialize
Per-tool pricing turns your server into a portfolio. The console shows you paid call volume per tool, which is market research no free server ever gets: if agents keep paying for impact analysis but ignore symbol search, you've learned where to invest maintenance effort.
Many maintainers in this category will find one tool subsidizes the rest — the crash-dump analyzer, the decompiler, the regression engine. That's fine. Keep the long tail at the floor price for discoverability and let the flagship tool carry the revenue.
Frequently asked questions
Can code analysis tools really command per-call prices?
Yes, where the analysis is hard to self-serve. Agents won't pay much for grep, but crash-dump forensics, binary decompilation, and semantic whole-codebase queries require tooling and indexed state most callers can't replicate. Those verdicts price from cents to dollars per call.
How should I price a server with both cheap and expensive tools?
Per tool, by depth: lint and format diagnostics at the $0.01 minimum, semantic navigation queries at a few cents, and whole-artifact jobs like dump analysis or decompilation from $0.25 up. x402 attaches a price to each tool call, so one server carries the whole range.
Does the payment add latency to analysis calls?
About two seconds for first-call settlement on Base — usually negligible next to a heavy analysis job. The payment completes before your handler starts, so you never burn compute for a caller who doesn't pay, and settled payments can't be charged back.
What's the path from listed to earning?
Claim your server's listing on Loomal, verify ownership via GitHub, assign per-call prices in the console, and deploy the x402 middleware in front of your remote endpoint. Loomal takes 5% of settled transactions, currently waived.
Run a Code Analysis MCP server?
Claim your listing, set a per-call USDC price, and let AI agents pay for every call over x402.
List it on Loomal