io.github.blackwell-systems/knowing

Content-addressed code graph with 22 MCP tools for AI agents.

io.github.levnikolaevich/hex-graph-mcp

Deterministic layered code graph MCP server with framework overlays and SCIP interop.

io.github.greenmtnsun/wikimint

Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL.

io.github.pipeworx-io/openiban

OpenIBAN MCP — validate an IBAN's checksum + bank code and resolve the

io.github.nerdydata/mcp

Search websites by source code, technology stack, analyze domains, and download lead lists.

io.github.Rexcraig/agentramp

Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code required.

io.speedvault/mcp

Run web performance audits, get code-level fixes, crawl for SEO, and read real-user Core Web Vitals.

io.github.timvonsachs/the-last-ceo

Make your coding agent better and earn: verified code, paid per use, on a real agent economy.

io.github.zackpeters93/ugs-mcp

CNC machine control via Universal G-code Sender. Jog, home, run files with hardware safety tokens.

io.github.Stahldavid/sensegrep

Semantic + structural code search MCP server for AI-native development.

ai.getoptimal/optibot

AI code review for your AI assistant — review local changes, branch diffs, and patch files.

site.jiebang.www/tools

20 free dev tools: JSON/YAML, XML/SQL, Cron, SEO, QR code, URL shortener, cron tasks, files

io.github.jascal/orca-mcp-server

Go from natural language to verified finite state machines — topology bugs caught before code runs.

io.github.AhmeedGamil/semhood

AST-based semantic code search; results ship with their call graph (calls + callers).

dev.hatchloop/url-shortener

Zero-auth URL shortener for AI agents. Deterministic: same URL always returns the same code.

io.github.felixgeelhaar/coverctl

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

io.github.gradion-ai/ipybox

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

io.github.andrew-sondgeroth/zipexplore-mcp

US ZIP code intelligence: demographics, weather, tax, crime, housing, voting, and more.

io.github.infoinlet-marketplace/mcp-github

GitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default.

io.github.Evozim/yul-gasmaster

EVM gas optimizer refactoring Solidity code into efficient Yul assembler.

io.github.Evozim/polyglot-debugger

Multi-language debug skills and code execution helper.

io.github.Evozim/automation-weaver

No-code workflow visualizer and automation blueprint builder.

io.github.unerr-ai/unerr

Operational memory for AI agents: code graph, session memory & guardrails. No context rot.

io.github.mightydatainc/ruc-mcp

An MCP server that fuses LLM contextual intelligence with procedural code reliability.