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.

Airflow Mcp Hipposys PyPI
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airflow-mcp-hipposys

An MCP server for Apache Airflow that enables non-technical users to interact with Apache Airflow workflows through natural language.

Developer Tools Score 99/100 0 findings Cap. Minimal
Airflow Unfactor PyPI
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airflow-unfactor

MCP server for LLM-assisted conversion of Apache Airflow DAGs to Prefect flows

Developer Tools Score 99/100 0 findings Cap. Minimal
Aitasker PyPI
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aitasker-mcp-server

MCP server for AITasker — lets AI agents create tasks, review bids, and manage deliveries

Developer Tools Score 99/100 0 findings Cap. Minimal
All2md PyPI
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all2md

Rapid, lightweight conversion of various document formats to markdown for LLMs

Developer Tools Score 99/100 0 findings Cap. Minimal
Allure Testops PyPI
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allure-testops-mcp

MCP server for Allure TestOps — projects, launches, test cases, test results, defect categories

Developer Tools Score 99/100 0 findings Cap. Minimal
Alpaca PyPI
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alpaca-mcp-server

Alpaca Trading API integration for Model Context Protocol (MCP)

Developer Tools Score 99/100 0 findings Cap. Minimal
Alphavantage PyPI
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alphavantage-mcp

AlphaVantage MCP server - Financial data tools for Model Context Protocol

Developer Tools Score 99/100 4 findings Cap. Minimal
Angr Api PyPI
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angr-api-mcp

MCP server for angr binary analysis API workflow retrieval

Developer Tools Score 99/100 10 findings Cap. Minimal
Anndata PyPI
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anndata-mcp

Allows to retrieve information about an AnnData object via MCP

Developer Tools Score 99/100 0 findings Cap. Minimal
Anthropic Admin PyPI
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anthropic-admin-mcp

MCP server for the Anthropic Admin API — manage your Claude org from any MCP-compatible client.

Developer Tools Score 99/100 0 findings Cap. Minimal
Antigravity Bridge PyPI
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antigravity-bridge

Lightweight MCP server bridging Claude Code to Antigravity AI via official CLI

Developer Tools Score 99/100 1 finding Cap. Minimal
Antigravity Cli Mcp Slim PyPI
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antigravity-cli-mcp-slim

A thin, auditable MCP server wrapping the Antigravity CLI (agy). Forward-compatible with future CLI flags via extra_args passthrough.

Developer Tools Score 99/100 1 finding Cap. Minimal
Ap PyPI
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ap-mcp-server

AP Materials leave MCP server & client

Developer Tools Score 99/100 0 findings Cap. Minimal
Apache Airflow PyPI
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apache-airflow-mcp-server

Incident-response MCP server for Apache Airflow with URL-first diagnosis, bounded logs, multi-instance routing, and optional recovery actions

Developer Tools Score 99/100 1 finding Cap. Minimal
Api To Mcp Converter PyPI
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api-to-mcp-converter

Convert any REST API (OpenAPI/Swagger) into MCP-compatible tools instantly

Developer Tools Score 99/100 0 findings Cap. Minimal
Apiweaver PyPI
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apiweaver

Convert any web API into an MCP server - the universal API-to-MCP bridge with multiple transport support

Developer Tools Score 99/100 0 findings Cap. Minimal
Apollo Config PyPI
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mcp-apollo-config

MCP server for Apollo Config Center with portal session authentication

Developer Tools Score 99/100 0 findings Cap. Minimal
Appkit Bpmn PyPI
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appkit-bpmn-server

BPMN generating MCP server with UI. Built using MCP App extension

Developer Tools Score 99/100 1 finding Cap. Minimal
Apple Fm PyPI
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apple-fm-mcp

MCP server exposing Apple Foundation Models to Claude Code and Claude Desktop

Developer Tools Score 99/100 0 findings Cap. Minimal
Apple Instruments PyPI
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apple-instruments-mcp

MCP server for Apple platform profiling via xctrace/Instruments

Developer Tools Score 99/100 0 findings Cap. Minimal
Aptitude Resolver PyPI
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aptitude-resolver

Deterministic package-manager-style resolver for AI skills

Developer Tools Score 99/100 0 findings Cap. Minimal
Arcanna PyPI
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arcanna-mcp-server

The Arcanna MCP server allows user to interact with Arcanna's AI use cases through the Model Context Protocol (MCP).

Developer Tools Score 99/100 0 findings Cap. Minimal
Arcgis PyPI
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arcgis-mcp-server

Intelligent ArcGIS content search for Portal and Online.

Developer Tools Score 99/100 0 findings Cap. Minimal
Architect C4 PyPI
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architect-c4-mcp

C4 architecture MCP sidecar — TOML under docs/, Rust write queue

Developer Tools Score 99/100 0 findings Cap. Minimal