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.

Fastapi Apcore PyPI
A
fastapi-apcore

FastAPI integration for apcore AI-Perceivable Core — exposes FastAPI routes as apcore modules with auto-discovery, schema extraction from Pydantic models, and OpenAPI-based scanning.

Developer Tools Score 99/100 0 findings Cap. Minimal
Fastmcp File PyPI
A
fastmcp-file-server

Secure MCP file server with multi-tier authentication

Developer Tools Score 99/100 0 findings Cap. Minimal
Feedback Synthesis PyPI
A
feedback-synthesis-mcp

Customer feedback intelligence MCP — synthesize GitHub Issues, HN, and App Store reviews into ranked pain clusters. Pay-per-call via x402 micropayments.

Developer Tools Score 99/100 0 findings Cap. Minimal
Ferret PyPI
A
ferret-mcp

MCP server that extracts complete knowledge from any codebase — architecture, patterns, dependencies, API surface

Developer Tools Score 99/100 0 findings Cap. Minimal
Filesystemwatcher PyPI
A
filesystemwatcher-mcp

An event-driven file system watcher for AI agents via the Model Context Protocol (MCP).

Developer Tools Score 99/100 1 finding Cap. Minimal
Fipsign PyPI
A
fipsign-mcp

MCP server for FIPSign — post-quantum signing via ML-DSA-44/65/87 (NIST FIPS 204)

Developer Tools Score 99/100 0 findings Cap. Minimal
Flask Apcore PyPI
A
flask-apcore

Flask Extension for apcore AI-Perceivable Core integration, exposes Flask routes as MCP tools with auto-discovery, schema inference, YAML binding, and built-in observability. Supports MCP server (stdio/HTTP) for LLM tool integration.

Developer Tools Score 99/100 0 findings Cap. Minimal
Flask Mcp Plus PyPI
A
flask-mcp-plus

Flask integration for Model Context Protocol (MCP)

Developer Tools Score 99/100 0 findings Cap. Minimal
Flexorch PyPI
A
flexorch-mcp

MCP server for FlexOrch — SDK for machines

Developer Tools Score 99/100 0 findings Cap. Minimal
Fmod Studio PyPI
A
fmod-studio-mcp

MCP server that drives FMOD Studio live via its scripting terminal (TCP 3663) — full Scripting API access for AI agents.

Developer Tools Score 99/100 0 findings Cap. Minimal
Frisian PyPI
A
frisian-mcp

The Django MCP gateway that discovers your API automatically — zero boilerplate, auto-discovery, dispatcher pattern, OAuth 2.0

Developer Tools Score 99/100 1 finding Cap. Minimal
Fusefable PyPI
A
fusefable

Fuse multiple AI models and judge the best answer for coding

Developer Tools Score 99/100 0 findings Cap. Minimal
Fusion360 2 implementations
A
best: fusion360-mcp-server

MCP server for Autodesk Fusion 360 — bridges Claude to the Fusion360MCP add-in

Developer Tools Best score 99/100 0 findings Cap. Minimal
Fx Audit PyPI
A
fx-audit-mcp

Firefox security audit MCP tools

Developer Tools Score 99/100 0 findings Cap. Minimal
Fyipedia PyPI
A
fyipedia-mcp

Unified MCP server for FYIPedia tools — 30+ tools from 10 packages in one server.

Developer Tools Score 99/100 0 findings Cap. Minimal
Ga Mcp Full PyPI
A
ga-mcp-full

GA4 MCP server with full Admin API read/write access

Developer Tools Score 99/100 0 findings Cap. Minimal
Garmin PyPI
A
mcp-garmin

MCP server for Garmin Connect health and fitness data

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

An MCP server providing tools for GCP Cloud Functions logs

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

Model Context Protocol server for driving GDB from an LLM.

Developer Tools Best score 99/100 0 findings Cap. Minimal
Gemini Bridge PyPI
A
mcp-server-gemini-bridge

MCP Bridge for Google Gemini - Use Gemini from any MCP-compatible AI

Developer Tools Score 99/100 0 findings Cap. Minimal
Gemma PyPI
A
gemma-mcp

MCP client and function calling for Gemma-3

Developer Tools Score 99/100 0 findings Cap. Minimal
Ghidramcp PyPI
A
ghidramcp

Model Context Protocol server for Ghidra reverse engineering

Developer Tools Score 99/100 0 findings Cap. Minimal
Git Commit 2 implementations
A
best: git-commit-mcp-server

MCP server for automated Git commit workflows with conventional commit messages

Developer Tools Best score 99/100 0 findings Cap. Minimal
Git Explorer PyPI
A
mcp-git-explorer

Simple MCP server for fetching the remote git repository content as a structured text file

Developer Tools Score 99/100 0 findings Cap. Minimal