AI & Agents MCP Servers

MCP servers for building, orchestrating and running autonomous AI agents, multi-agent systems and LLM tooling. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Image PyPI
A
image-mcp-server

一个完整的 MCP 服务器,支持图片分析和生成。支持本地文件、HTTP URL 和剪贴板图片的分析,以及基于 qwen-image-plus 模型的图片生成功能

AI & Agents Score 99/100 0 findings Cap. Minimal
Image Gen PyPI
A
image-gen-mcp

MCP image generation server with modular engines and routing

AI & Agents Score 99/100 0 findings Cap. Minimal
Image Generate Mcp Remote PyPI
A
image-generate-mcp-remote

Remote MCP server for image generation

AI & Agents Score 99/100 2 findings Cap. Minimal
Image Generation PyPI
A
image-generation-mcp

MCP server for AI image generation via OpenAI, Google GenAI, or Stable Diffusion WebUI

AI & Agents Score 99/100 5 findings Cap. Minimal
Interview Rag PyPI
A
mcp-server-interview-rag

MCP server for AI Agent interview simulation with RAG knowledge base

AI & Agents Score 99/100 0 findings Cap. Minimal
Jenkins PyPI
A
jenkins-mcp-server

A Python-based Jenkins MCP server using the Model Context Protocol Python SDK

AI & Agents Score 99/100 0 findings Cap. Minimal
Judge Audit PyPI
A
judge-audit-mcp

Judge QA for agents — measures whether your LLM judge agrees with humans, drifted between runs, or is biased, before you ship the number

AI & Agents Score 99/100 1 finding Cap. Minimal
Justfill PyPI
A
justfill-mcp

JustFill MCP server — let AI agents detect, review and fill PDF form fields via justfill.app

AI & Agents Score 99/100 0 findings Cap. Minimal
Kandinsky PyPI
A
mcp-kandinsky

MCP сервер для генерации изображений через Kandinsky API

AI & Agents Score 99/100 0 findings Cap. Minimal
Kira 2 implementations
A
best: kira-mcp

Local MCP server for AI agents: local YOLO-based UI-element detection (OmniParser-v2 icon detector) with per-element OCR, hash caching, and full keyboard / mouse / screen / clipboard control via pyautogui + mss.

AI & Agents Best score 99/100 0 findings Cap. Minimal
Llm Benchmark PyPI
A
llm-benchmark-mcp-server

MCP Server for LLM comparison, benchmarks, and pricing — find the best model for any task

AI & Agents Score 99/100 0 findings Cap. Minimal
Llm Eval PyPI
A
mcp-llm-eval

MCP server that packages LLM evaluation gates as reusable CI/CD primitives

AI & Agents Score 99/100 0 findings Cap. Minimal
Logseq PyPI
A
mcp-logseq

MCP server to work with LogSeq via the local HTTP server

AI & Agents Score 99/100 0 findings Cap. Minimal
Maimai PyPI
A
maimai-mcp

maimaiDX query library, CLI and MCP (stdio) server for maimai DX

AI & Agents Score 99/100 0 findings Cap. Minimal
Manus 2 implementations
A
best: manus-mcp

MCP server exposing the full Manus API v2 surface to Claude Code

AI & Agents Best score 99/100 2 findings Cap. Minimal
Math PyPI
A
math-mcp

Comprehensive Math calculation MCP server, providing basic arithmetic, matrix calculation, statistical analysis, calculus, optimization, regression, geometry, number theory, signal processing, financial mathematics, and probability calculations with data visualization.

AI & Agents Score 99/100 0 findings Cap. Minimal
Mcplanmanager PyPI
A
mcplanmanager

AI Agent任务管理系统 - MCP服务

AI & Agents Score 99/100 0 findings Cap. Minimal
Meeting Summarizer Ai PyPI
A
meeting-summarizer-ai-mcp

Meeting Summarizer Ai MCP server. Tools: summarize meeting, extract action items, identify decisions. Built by MEOK AI Labs.

AI & Agents Score 99/100 0 findings Cap. Minimal
Meok Watermark Attest PyPI
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meok-watermark-attest-mcp

EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the 2 August 2026 cliff. Article 50 transparency obligations apply from 2 Aug 2026; pre-existing systems have until 2 Dec 2026. Classify Art 50 obligations (chatbot disclosure, GPAI synthetic-content marking per C2PA-2.0, deepfake disclosure, emotion/biometric transparency), generate compliant disclosure text, audit content pipelines, emit HMAC-signed attestations. By MEOK AI Labs.

AI & Agents Score 99/100 0 findings Cap. Minimal
Midjourney 2 implementations
A
best: mcp-midjourney

MCP Server for Midjourney AI Image Generation via AceDataCloud API

AI & Agents Best score 99/100 0 findings Cap. Minimal
Muzaic PyPI
A
muzaic-mcp

Official MCP server for Muzaic AI — generate custom music for video content

AI & Agents Score 99/100 0 findings Cap. Minimal
Myip PyPI
A
mcp-myip

Model context protocol server for retrieving IP information

AI & Agents Score 99/100 0 findings Cap. Minimal
Nanobanana Pro 2 implementations
A
best: nanobanana-pro-mcp

Nano Banana Pro Image Generation for Claude Code - MCP server for automatic image generation, conversion, and smart asset placement

AI & Agents Best score 99/100 0 findings Cap. Minimal
Negotiate PyPI
A
negotiate-mcp

MCP server for the negotiate.v1 protocol — gives AI agents native tools to negotiate at any negotiate.v1-compliant storefront.

AI & Agents Score 99/100 0 findings Cap. Minimal