MCP Servers

A toolkit for interacting with the Sui blockchain and integrating MCP SDK features, with support for multiple network environments.

Jenkins Build Debugging

Read-first Jenkins MCP server in Go for agent-driven build debugging. 20 tools including compare_builds, flaky-test detection, JUnit/Ginkgo failure parsing, and disk-cached console logs with on-disk path handoff. Write tools (trigger/stop/cancel) gated by JENKINS_MCP_READONLY env var.

Metro MCP

A MCP server of washington DC's Metro

Jira Pilot

About AI-powered Jira CLI and MCP server for humans and agents manage issues, sprints, boards with interactive wizards, multi-provider AI

Serencp

VM serial console viewer

MCP Email Verify

Validate email addresses using the AbstractAPI Email Validation API.

Supervisord MCP

A tool for managing Supervisord processes, integrated with AI agents via the Model Context Protocol (MCP). It offers standardized process control, real-time monitoring, and robust operations.

Configurable Puppeteer MCP Server

A configurable MCP server for browser automation using Puppeteer.

Symphony of One

An MCP server for orchestrating multiple Claude instances to collaborate in a shared workspace with real-time communication.

Adaptive Recall

Adaptive MCP memory system for AI applications. Learns which retrieval strategies work for your data, scores results using cognitive science models, builds a knowledge graph automatically, and validates every parameter change against real query history before adopting it. Patent pending.

Universal Context Pipeline

Local-first MCP server that indexes folders, PDFs, code, and past AI conversations — and exposes them as a single grounded-search tool. Runs fully offline.

gemini-embedding-2-mcp

A powerful Model Context Protocol (MCP) server using gemini embedding 3 that transforms any local directory into an ultrafast, visually-aware spatial search engine for AI agents.

QontoCtl

CLI and MCP server for the Qonto business banking API — manage transactions, invoices, clients, transfers, and more

DeepL

Translate text using the DeepL API.

MCP Invoice Express

An MCP server for integrating with the InvoiceExpress API.

OTP MCP Server

Generates secure One-Time Passwords (OTP) using TOTP and HOTP algorithms.

4o-image MCP Server

Generate and edit images using text prompts with the 4o-image API.

AQUAVIEW MCP

Access Oceanic and Atmospheric Data using AI Agents

Yandex Wordstat MCP

MCP server for Yandex Wordstat — keyword search-demand: top & related queries, demand dynamics, and regional distribution. Read-only.

Unofficial Human Protein Atlas MCP Server

Access Human Protein Atlas data, including protein expression, localization, and pathology.

Unofficial STRING MCP Server

Access the STRING protein interaction database for network analysis, functional enrichment, and comparative genomics.

PureScript MCP Server

An MCP server offering PureScript development tools for AI assistants. Requires Node.js and the PureScript compiler for full functionality.

Ghidra MCP Server

Exposes binary analysis data from Ghidra, including functions and pseudocode, to LLMs.

Banana Prompts MCP Server

MCP server that allows you to search for high-quality AI art prompts directly from Banana Prompts (bananaprompts.fun).

Text Classification (Model2Vec)

A server for text classification using static embeddings from Model2Vec, supporting multiple transports like stdio and HTTP/SSE.

VICE MCP

MCP server embedded in the VICE Commodore 64/128/VIC-20/PET emulator, giving AI assistants direct access to read/write memory, set breakpoints, inspect VIC-II/SID/CIA registers, and debug 6502 assembly in real time with 63 tools.