2911 Model Context Protocol servers — searchable, rated, ready to install.
Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
Fast local source code searching using Zoekt trigram-based indexing
Operational memory for AI agents: code graph, session memory & guardrails. No context rot.
Up-to-date code docs for any prompt
Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.
Anonymous NDA risk analysis for AI agents. $9 per report. No signup, no data retention.
Build and publish multiplayer apps and games on Neblla: scaffold, edit files, ship to the gallery.
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
Japan utilities for AI agents: era, romaji, postal codes, holidays, kana, name splitting.
Detect when AI code changes exceed declared task scope (MCP server).
Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.
Credential enforcement middleware for MCP servers — verifies scoped tokens on every tool call
AdCritter ads platform: docs, API reference, app scaffolding, and white-label integration.
Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools.
MCP server wrapping Codex CLI for stdio-based tool calls.
Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.
Code intelligence MCP server for 17+ programming languages.
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.
Remote MCP server for XDaLa workflow preparation on XGR.Network.
MCP server for OpenAI GPT image generation and editing
MCP server for Grok image generation and editing
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.
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