WhatsApp MCP Assistant (Client-Server)
The WhatsApp MCP Assistant (Client‑Server) is a natural‑language pipeline that sends and schedules WhatsApp messages. It uses a Mistral LLM to interpret user…
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Pqs Prompt Quality Score
The world's first named AI prompt quality score. Score any LLM prompt before it hits any model — returns grade (A-F), score out of 40, percentile, and…
Mcp_server_client_assessment
MCP Client-Server System Overview This project implements an MCP-based Client-Server System where a client sends a query, the server processes it using Ollama…
HONO AI HCM MCP Server
It is a Model Context Protocol-compliant server that bridges HRIS (Human Resource Information System) with AI models and applications, providing intelligent…
gophermcp
An MCP server to help LLM:s write better Go code
Five Persona Engine
LLM persona consistency engine — enforce JSON personality and style constraints across interactions. Prevents persona drift with 160,000 deductively-derived…
Cloudera Iceberg MCP Server (via Impala)
A Model Context Protocol server that provides read-only access to Iceberg tables via Apache Impala. It enables LLMs to inspect database schemas and execute…
ServiceNow MCP Server
[](https://mseep.ai/app/osomai-servicenow-mcp) # ServiceNow MCP…
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…
aica - AI Code Analyzer
aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.
mcp-server-mysql
Model Context Protocol Server for MySQL databases. It enables LLMs to inspect database schemas and execute read-only queries in a safe, read‑only transaction.
meGPT - upload an author's content into an LLM
Code to process many kinds of content by an author into an MCP server
VibeShift Web tester
[MCP Server] The Security Agent for AI assisted coding
Talonic
Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms. Lets AI agents pull clean JSON out of any document via the Model…
FaithFinder Church Search
MCP server for FaithFinder finding a church and church discovery
Paprika 3
Manage your Paprika 3 recipes with an LLM. Read, create, and update recipes in your Paprika app.
AnyCrawl
[AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model Context Protocol (MCP).
Deep Search Lighting
A lightweight, pure web search solution for large language models, supporting multi-engine aggregated search, deep reflection and result evaluation. A balanced…
LLM Chat Assistant
A chat assistant that integrates an MCP client with an LLM and other external MCP servers.
Budget Governor
Hard spend cap for autonomous AI agents. One MCP call before each LLM request — approved or denied before the call reaches any provider. No deployment. No…
Agent Audit
Agent Audit runs Lighthouse against any URL and converts the output into structured fix packs your coding agent can execute. Each fix pack includes the failing…
QED
Scores your writing against quality profiles — per-trait breakdown, deterministic, sub-second. No auth required.
🚀 FastMCP Boilerplate
A MCP server built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker following a microservice architecture..
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…