MCP Servers 3,417

Context Foundry

io.github.context-foundry/context-foundry

B✓Verified

Recursive Claude spawning for autonomous project builds with self-healing test loops

Everything File Search

io.github.elis132/everything-mcp

A✓Verified

Lightning-fast Windows file search for AI agents via voidtools Everything's real-time NTFS index

Excel Vision

io.github.VOYAGER-Inc/excel-vision-mcp

A✓Verified

Excel MCP with image extraction and write support — AI agents see and edit xlsx files

Jaxonomy — hybrid dynamical systems on JAX

io.github.machinavitalis/jaxonomy

A✓Verified

Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.

Ble Server

io.github.es617/ble-mcp-server

B✓Verified

Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe.

Nouz

io.github.KVANTRA-dev/NOUZ-MCP

A✓Verified

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

ClaudeSmalltalk

io.github.johnmci/ClaudeSmalltalk

B✓Verified

MCP server for AI interaction with live Smalltalk images

NeKo Biological Network Builder

io.github.marcorusc/NeKo

B✓Verified

MCP server for biological network construction and analysis using pathway databases

Noosphere

io.github.JinNing6/noosphere

A✓Verified

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

Serial Server

io.github.es617/serial-mcp-server

B✓Verified

Let AI agents interact with serial devices — list ports, connect, send, and read.

Zuul

io.github.imatza-rh/mcp-zuul

A✓Verified

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

Ghostfolio MCP

io.github.mhajder/ghostfolio-mcp

A✓Verified

MCP server for Ghostfolio portfolio management and financial data access

Fattureincloud

io.github.aringad/fattureincloud-mcp

B✓Verified

Italian e-invoicing with Fatture in Cloud.

viznoir

io.github.kimimgo/viznoir

A✓Verified

Cinema-quality science visualization for AI agents — headless VTK via MCP.

Seedance

io.github.AceDataCloud/mcp-seedance

A✓Verified

MCP server for ByteDance Seedance AI video generation

Apache Pinot MCP Server

io.github.startreedata/mcp-pinot

A✓Verified

Query and manage Apache Pinot through MCP with typed tools and preview-first safety.

Monarch MCP Server

io.github.jamiew/monarch-mcp

B✓Verified

Access Monarch financial data — accounts, transactions, budgets, and more

Attestix

io.github.VibeTensor/attestix

A✓Verified

AI agent identity, W3C credentials, EU AI Act compliance.

Hunch

io.github.PrithviSeran/hunch

A✓Verified

Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.

Stats Compass

io.github.oogunbiyi21/stats-compass

A✓Verified

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

Edinet

io.github.ajtgjmdjp/edinet-mcp

A✓Verified

Access Japanese financial disclosures (EDINET).

Promptheus

io.github.abhichandra21/promptheus

B✓Verified

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

As A Judge

io.github.OtherVibes/mcp-as-a-judge

C✓Verified

MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

Cronometer

io.github.cphoskins/cronometer

A✓Verified

MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurring foods