Developer Tools MCP Servers

MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Agent Content Watermark PyPI
A
agent-content-watermark-mcp

Agent Content Watermark MCP — dedicated EU AI Act Article 50(2) GenAI watermarking. Visible + invisible + perceptual layers per the Code of Practice (2 Nov 2026 cliff). C2PA manifest envelope. By MEOK AI Labs.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Context Optimizer PyPI
A
agent-context-optimizer-mcp

MCP Server that solves context window overload — smart tool pruning, relevance scoring, and budget tracking for AI agents

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Farm PyPI
A
agent-farm

DuckDB multi-org agent swarm with Spec Engine, 175+ SQL macros, meta-learning, MCP Apps, and smart extensions

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Mcp Gateway PyPI
A
agent-mcp-gateway

An MCP gateway that aggregates your existing MCP servers and lets you define which servers and individual tools each agent or subagent can access. Solves Claude Code's MCP context window waste where all tool definitions load upfront instead of being discovered when actually needed.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Mcp Router PyPI
A
agent-mcp-router-mcp

Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs behind one namespaced endpoint. Install ONE thing, get all of them. By MEOK AI Labs.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Memory Engine PyPI
A
agent-memory-engine

Zero-config, traceable, MCP-native long-term memory for agents.

Developer Tools Score 99/100 1 finding Cap. Minimal
Agent Policy Enforcement PyPI
A
agent-policy-enforcement-mcp

Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing only when amount<1000'), gate every A2A call via evaluate_call. EU AI Act Art 14 + ISO 42001 Annex A.7 evidence with signed policy-decision attestations.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Server Card PyPI
A
agent-server-card-mcp

MCP Server for server card generation, validation and discovery — .well-known/mcp-server-card.json protocol

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Skill Scanner PyPI
A
agent-skill-scanner

Scan agent skill files for security vulnerabilities. 22 rules across prompt injection, capability escalation, data exfiltration, encoded payloads, and composition risks.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Token Budget PyPI
A
agent-token-budget-mcp

Agent Token Budget MCP — per-session spend cap with signed budget-exhausted attestations. Twin of bft-progress-council-mcp (spend-axis vs stall-axis guardrail). By MEOK AI Labs.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agent Trace Intelligence PyPI
A
agent-trace-intelligence

MCP server that diagnoses why your agent behaved the way it did, and how to fix it

Developer Tools Score 99/100 0 findings Cap. Minimal
Agentic Browser PyPI
A
agentic-browser

AI Agent-First Browser: semantic web world model for LLM agents (library + MCP)

Developer Tools Score 99/100 0 findings Cap. Minimal
Agentrecall Db PyPI
A
agentrecall-db

Agent memory in a single SQLite file — no vector DB, no server, no cloud. Keyword recall on stdlib alone; torch-free hybrid semantic search via model2vec + sqlite-vec. Python lib + MCP server + CLI.

Developer Tools Score 99/100 0 findings Cap. Minimal
Agentskill 2 implementations
A
best: agentskill-mcp

MCP server that enables any agent to use Claude Skills via progressive disclosure

Developer Tools Best score 99/100 0 findings Cap. Minimal
Agoragentic PyPI
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agoragentic

Agoragentic is a marketplace where AI agents buy and sell task execution, paid in USDC, with a public receipt for every call. Official Python SDK for Triptych OS (Agent OS) deployed agents and swarms: deployment workflows, routed paid tasks, and USDC settlement on Base L2.

Developer Tools Score 99/100 0 findings Cap. Minimal
Ai Design Tells PyPI
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ai-design-tells

A measurable taxonomy of the AI-generated design look: 27 tells, a Tell Score detector, a CLI, and an MCP server.

Developer Tools Score 99/100 0 findings Cap. Minimal
Ai Dev Manager PyPI
A
ai-dev-manager-mcp

AI开发经理MCP服务 - 智能开发流程管理工具

Developer Tools Score 99/100 0 findings Cap. Minimal
Ai Hub PyPI
A
mcp-ai-hub

A Model Context Protocol (MCP) server that provides unified access to various AI providers through LiteLM. Chat with OpenAI, Anthropic, and 100+ other AI models using a single, consistent interface.

Developer Tools Score 99/100 0 findings Cap. Minimal
Ai Router PyPI
A
mcp-ai-router

Stdio MCP server for Cursor, Claude Code, and other clients — route prompts to Gemini, ChatGPT, Claude, DeepSeek & Kimi via browser sessions. pipx install mcp-ai-router

Developer Tools Score 99/100 0 findings Cap. Minimal
Aichat PyPI
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mcp-aichat

MCP Server for AI Dialogue via AceDataCloud API

Developer Tools Score 99/100 0 findings Cap. Minimal
Aidatataskrunner PyPI
A
aidatataskrunner-mcp

MCP server for AiDataTaskRunner Panel (MT5) - Control AiDataTaskRuner Panel for data generation and ML model training via MCP

Developer Tools Score 99/100 0 findings Cap. Minimal
Aidlc PyPI
A
aidlc-mcp-server

AI Development Life Cycle MCP Server with FastMCP framework

Developer Tools Score 99/100 0 findings Cap. Minimal
Aifmt PyPI
A
aifmt

Make visual text content just work. An MCP server that fixes, validates, and generates diagrams, tables, and box-drawing art for AI coding assistants.

Developer Tools Score 99/100 0 findings Cap. Minimal
Air 2 implementations
A
best: air-mcp-server

Model Context Protocol server for the Agent Identity Registry (AIR)

Developer Tools Best score 99/100 0 findings Cap. Minimal