MCP Servers

MCP based Math Drawing Client

movva09

Agentic MCP Client Server that solves a math task and draws output in rectangle in a drawing app.

Conxt Memory Layer

pgavali0318

Persistent AI memory layer for developers. Stores decisions, coding rules, preferences, tool choices, and workflows across Claude, ChatGPT, Gemini, Cursor, and Windsurf. 8 MCP tools including get_context, add_memory, search_decisions, and team workspaces. Never re-explain your st

Track and grow your brand visibility across AI assistants: ChatGPT, Perplexity, Claude, Gemini, and more. Semantica AI MCP server gives AI assistants direct access to AI visibility analytics — monitor brand mentions in LLM responses, run visibility scans, analyze competitors, tra

Agentdrive

Rakesh1002

Official MCP server for AgentDrive — cross-agent artifact workspace with provenance. 20 tools over stdio or hosted at mcp.agentdrive.sh.

Tencent RTC MCP

Tencent-RTC

It exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI Agent to understand and interact with the Tencent RT SDK and API.

Claude Code Development Environment Setup

hemant-zangoh

Complete development environment setup for Claude Code with MCP servers, dev containers, and long-running job capabilities

Building an AI Agent from Scratch

laksh753

MCP Server Repository

mock-assistant-mcp-server

ogulcanarbc

mcp server assistant for mock data

Carvector

carvectorio

Give your AI agent real vehicle data. An MCP server that lets Claude, Cursor, ChatGPT, or any MCP-capable client query the CarVector API natively — vehicle specs, representative images, federal recalls, and OBD-II diagnostic trouble codes.

Dear User

bleedmode

Tells you how you and your Claude agent actually work together. Reads your CLAUDE.md, hooks, skills, memory, and scheduled tasks — then writes you a letter. Three core tools: collab (collaboration scoring + lint), security (secrets scan, prompt-injection surfaces, rule conflicts)

The Proxmox MCP you can hand the keys — VE + Backup Server + Mail Gateway on one audited trust core (plan, prove, undo, diagnose). 325 tools, MCP + A2A.

Memxus

gpitrella

Multi-platform AI memory. One save, recall everywhere—Claude, ChatGPT, Cursor, VS Code, and more. Persistent memory across AI conversations and clients.

Openai Deep Research Mcp

fbettag

OpenAI Deep Research MCP Server enables AI assistants to conduct comprehensive, multi-step research through intelligent web search and content synthesis. Transforms complex research queries into structured, citation-backed reports without writing custom search logic. Features ite

Mcp Openrouter Base_url

KlausJager10110

Implement an MCP (Model Context Protocol) server with an AI agent using the OpenAI SDK and an OpenRouter base URL,

mcp_llm_inferencer

Sumedh1599

Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers.

MCP server for Brightspace (D2L): check grades, due dates, announcements, rosters & more using Claude, ChatGPT, Cursor, or any MCP client. Built with TypeScript and the D2L REST API.

SwarmUI_MCP_Agent

MathewTomberlin

A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent

Runframe Incident Management MCP Server

runframe

Your AI agent's interface to incident management. Acknowledge, escalate, page, and resolve incidents from Claude Code, Cursor, or any MCP client. Covers the full incident lifecycle: incidents, on-call, services, postmortems, and teams.

mcp_agent

jameshung2015

public server for mcp

Gives AI agents a structured action manifest for any webpage — what's clickable, fillable, and submittable, so agents can act on a page instead of just reading it.

Socialync

JackVitick

AI assistants help creators draft, schedule, and publish posts to 8 platforms (Instagram, Facebook, X, LinkedIn, Threads, Bluesky, TikTok, YouTube) through OAuth-authorized accounts with human-in-the-loop approval. Connect once, then draft and schedule from Claude, ChatGPT, or Cu

Repair malformed JSON from LLM tool calls and agent-to-agent handoffs — fixes trailing commas, single quotes, truncation, markdown code fences, comments, and python literals, and can validate/coerce the result against a JSON Schema. Free deterministic tier; pay-per-call LLM fallb

🎓 Academic Hub

mannubaveja007

Academic Hub A professional network for researchers to publish, collaborate, and monetize their work. Powered by Google's Gemini LLM with MCP context server for intelligent research assistance, and integrated with the OCID Edu Chain ecosystem for secure identity management.

SQL Server Table Assistant - Modal Context Protocol

hblaDCOM

SQL Server Agent tool (with MCP)

RAT MCP Server (Retrieval Augmented Thinking)

newideas99

🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.