MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

Google Play Console MCP
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

Windows Management
Local Windows management, diagnostics, security, cleanup, and optimization MCP server.
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains, IPOs. No API keys.

io.github.Algiras/debugium
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.

Palace
Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.

io.github.ArkTechNWA/zsh-tool
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

Citation Intelligence
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, and Medium.

Samsara MCP
Samsara fleet management — vehicles, routes, drivers, HOS compliance. Unofficial, bring your token.

Bridge MCP
Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens

BuyWhere MCP Server
Agent-native product catalog for AI shopping agents. 296M+ products, 28 countries.
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
Portkey Admin API MCP server with current coverage and Prisma AIRS interoperability guidance.
Crypto intelligence for AI agents. Hyperliquid trader analytics, cohorts, and live market data.

ComplyEdge TrustLint
Check prompts against ComplyEdge TrustLint offline rules with article-cited findings.

Createya — AI Image & Video Generation
100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing.

peek
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local
Free access to 3.3M French & EU court decisions + 1.5M law articles w/ history. 31 read-only tools
Smart hands for your AI agents - write-capable KVM+BMC+SSH MCP server: gated, verified, audited.
Talk while using your app — your coding agent gets each sentence aligned to the frame. Fully local.
Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

Haldir
Guardian layer for AI agents: identity, secrets, audit via MCP.
Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains















