io.github.aryankumar06/infimium

Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.

io.github.inhuman/mcp-k8s-ephemeral-job

Runs a command in a throwaway Kubernetes pod and returns exit code, output and artifacts.

io.github.RCOLKITT/vaspera-pm

Verify docs against code, detect drift, and generate verified specs (MCP server).

io.github.dir-ai/repotector

The repo guardian AI agents handshake with before they touch your code.

app.desktopcommander/remote-desktop-commander

Hosted MCP server connecting claude.ai, ChatGPT and other AI apps to your own computer

io.github.girik-chadha/interviewer-mcp

Full technical interview prep: company briefing, concepts, code deep-dive, mock interviews.

ai.promptarch/mcp

Research-backed linting + generation for agent context files (CLAUDE.md, AGENTS.md, Cursor rules).

io.github.turbyho/fw-context-mcp

Build-aware code intelligence for embedded C/C++ firmware — libclang, FTS5, call graphs, 33 tools

io.github.GT-dinuo/server-ops-mcp

Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.

io.github.silex-tec/silex

Local-first MCP server that reconstructs architecture, workflows and business rules from your code.

io.github.pipeworx-io/ifsc-in

ifsc-in MCP — Indian bank branch IFSC code lookup via Razorpay's open

io.github.dragnoir/shopify-theme-inspector

Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.

io.github.Braynexservices/nigeria-bank-resolve

Resolve a Nigerian NUBAN + bank code to the account name (Paystack, free key). PII never cached.

io.github.Braynexservices/nigeria-trade-intel

Nigeria import/export stats (UN Comtrade, keyless) + HS-code classification, annual or monthly.

com.gluecron/gluecron

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

io.github.contextstreamio/mcp-server

ContextStream MCP server for code context, memory, search, and AI tools.

io.github.sanjoy1234/gauntlex

Concurrent Builder + Breaker agents generate code and adversarial tests at once, gated in CI.

io.github.aristiun/aribot

Threat modeling, code/cloud/pipeline scanning, shadow-AI discovery, compliance checks and fixes.

io.github.haserisa0810-gif/nanami-products

Pre-computed astrology YAML via Swiss Ephemeris. Calculation is code, interpretation is AI.

io.github.harshithsunku/mcp-gtags-server

Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.

io.github.melonelish/context-engine

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

com.braincloudservers/braincloud-mcp-helper

Helper for brainCloud MCP that gives it local file access, enabling easy git sync of cloud code.

com.braincloudservers/braincloud-mcp

Manage brainCloud apps, cloud code, hooks and servers; API lookups to help generate client code.

io.github.davet47/heddle

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.