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AgentBill MCP

Preflight spend control for AI agents. Block runaway agent loops before they start - not after the bill arrives. Per-request cost ceilings, budget checks, and…

ActionMCP

ActionMCP is a Ruby gem that provides Model Context Protocol (MCP) server capability to Ruby on Rails applications. It is designed for production Rails…

Loxo MCP Server

Enables interaction with the Loxo recruitment platform API, facilitating tasks such as candidate and job management, activity logging, and call queue…

model-context-protocol

A custom server project built using the Model Context Protocol (MCP) in Python. This repository documents my learning, experiments, and development progress.

Five Persona Engine

LLM persona consistency engine — enforce JSON personality and style constraints across interactions. Prevents persona drift with 160,000 deductively-derived…

MCP-of-MCPS

MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema…

Cisco Intersight Mcp Server

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. This server exposes Intersight operations as tools for LLM…

Solon Ai

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…

mcp_starter_cli

CLI tool to scaffold, run, and test MCP servers locally with Node.js or Python, integrated with Claude and OpenAI key injection and auto-link to Claude Desktop.

FusionAL

Unified MCP gateway that loads 150+ AI tools into Claude Desktop via a single Docker command on Windows. Routes tool calls across specialized servers (Business…

Goodeye

Outcome-aligned AI workflow registry. Design and run AI workflows with verifiers that align an agent to measurable outcomes, with reliable image output.

Agent Broker

13 MCP tools to find, message, and book appointments at small businesses worldwide.

UnCorreoTemporal

Native MCP email server for AI agents — create temporary inboxes, wait for emails, extract OTPs, and automate email verification flows.

Test_mcp_server_chat

La idea de este repositorio fue instanciar un server MCP para poder manejar Tools hacia cualquier agente LLM que acepte tools. Tiene funciones simples de…

Context Rot Detection

Context Rot Detection & Healing — gives AI agents self-awareness about their cognitive state by analyzing token utilization, quality degradation, and session…

Easy Predict

Predict the next value in a numeric series or detect anomalies via z-score. $0.01 USDC per call on Base via x402 micropayments. No API keys or accounts needed.

11111111111

11111111111 is an open-source framework for building general AI agents, developed by contributors from MetaGPT. It allows users to run agent tasks via terminal…