MCP Catalog

io.github.CSOAI-ORG/test-case-generator-ai-mcpOfficial

AI-powered test case generator ai MCP server for agents. Supports generate test cases, generate

io.github.CSOAI-ORG/uuid-ai-mcpOfficial

AI-powered uuid ai MCP server for agents. Supports generate uuid, parse uuid, generate ulid. By

io.github.CSOAI-ORG/validator-ai-mcpOfficial

AI-powered validator ai MCP server for agents. Supports validate json, validate email, validate

io.github.CSOAI-ORG/voice-audio-mcpOfficial

Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built by MEOK AI Labs.

io.github.CSOAI-ORG/webhook-ai-mcpOfficial

Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log webhook event, replay

io.github.CSOAI-ORG/yaml-ai-mcpOfficial

AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml json, lint yaml. By

io.github.Codeturion/unity-api-mcpOfficial

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

io.github.Codeturion/unreal-api-mcpOfficial

Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

io.github.FreeGuy-AI/closeread-verifyOfficial

A verified dependency-audit verdict any AI agent can call over MCP, not a raw scan.

io.github.Hawkeye-Zaragsoft/hawkeye-aibridgeOfficial

Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye AI Bridge installed.

io.github.IcyHot09/opengrokOfficial

MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.

io.github.IcyHot09/opengrok-mcp-serverOfficial

MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.

io.github.JeenyJAI/mcp-test-utilsOfficial

Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI Automation, OCR

io.github.Lakshmi-Chakradhar-Vijayarao/credenceOfficial

Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.

io.github.LanceRoylo/mcpOfficial

AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

io.github.Lohithry/divlensOfficial

Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware health. 17 tools.

io.github.Mogacode-ma/elementor-mcp-agentOfficial

Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.

io.github.Octid-io/osmpOfficial

Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel.

io.github.Optisol-Business/db-metadata-extractor-mcpOfficial

Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle.

io.github.PyJudge/pdf4vllmOfficial

PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.

io.github.RajX-dev/n3moOfficial

N3MO: Code intelligence engine mapping repositories into queryable symbol graphs.

io.github.Rosentic/rosenticOfficial

Deterministic cross-branch conflict detection for AI coding agents

io.github.Servosity/pandadoc-mcpOfficial

Every PandaDoc endpoint, plus an offline document pipeline no other PandaDoc tool has - stalled

io.github.Shawn5cents/agentskinOfficial

The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-efficient reasoning.