#mcp

Quickly screenshots webpages and converts to an LLM friendly size

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

PostgreSQL compiler. One source, many faithful forms.

MCP server providing read-only Helm chart tools for LLM agents

An open-source, multi-user knowledge vault exposed to AI agents via an MCP server.

AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo context, inline GitHub comments grounded on exact code. MCP server + Claude Code/Codex plugin.

A "Token Firewall" for MCP - reduce AI token costs by 50-80% while securing your code from secret leaks.

Persistent memory & code intelligence server for AI coding agents. Deploy on VPS for shared memory across machines. Hybrid search (BM25 + pgvector), knowledge graph, impact analysis. 14 MCP tools. Works with Claude Code, OpenCode, Cursor, and any MCP client.

Palantir MCP

A minimal, sandboxed interpreter for LLM agents to execute code. Python-inspired syntax designed for embedding in Go applications.

Automate page creation for an llms.txt, page.json and architecture.txt. Allow llms the ability to read and understand your dash applications pages.

Behavioral litmus harness for MCP servers — the open @polygraphso/litmus package (CLI, library, MCP server).

RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware records back — no schema, no migrations. Built on Neo4j.

Translate your React app automatically with AI, straight from your code. Keys derive from source, catalogs stay in your repo, fully type-safe.

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

One reliable canonical source for AI coding agent rules, commands, skills, MCP, hooks, and permissions — synced across AI coding assistants.

Interface understanding and design-system memory for AI coding agents.

Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI, opencode).

Cut AI-agent token waste ~90% — query a local SQLite structural index of your JS/TS/CSS codebase with SQL in one round-trip instead of 3–5 file reads. Symbols, imports, calls, components, CSS tokens, coverage, markers. CLI, MCP (21 tools), HTTP, GitHub Action, ESM API. 71 recipes; AST+resolver; SARIF/audit/baselines for CI.

MCP Server for Development Tooling - Project Detection, Process Management, and Reverse Proxy with Frontend Instrumentation

AI development assistant MCP server for Symfony projects

Self-hosted Telegram voice journal with local Whisper transcription and Claude analysis via MCP

Asset-Aware MCP Server — AI Agent precisely accesses tables, figures, sections from PDFs + .docx round-trip editing (DFM) with 46 tools / 13 resources, segmentation export, layout overlay, OCR preprocessing, knowledge graph (LightRAG)

Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.

MCP server with 40 tools for AI agents. Memory, web fetch, search, file ops, screenshots, and multi-agent coordination in one Go binary.

🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots

X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and database through one embedded MCP server. 35 tools. Zero production cost.

Expose djangorestframework-services services and selectors as a Model Context Protocol (MCP) 2025-11-25 Streamable HTTP server.

Multi-agent orchestration plugin for OpenCode. 10 configurable model slots, 30 hooks, memory search, LSP diagnostics, agent-browser integration, completion controller, auto dream/distill memory consolidation. One prompt to set up and run.

Iterable MCP Server