MCP Catalog

Browse 584 Model Context Protocol servers · Development & Coding · PythonClear

CategoryAll Data & Databases· 2,860 Development & Coding· 2,793 Search & Web· 2,475 Finance & Crypto· 2,251 Productivity & Docs· 2,207 Commerce & Marketing· 2,197 Cloud & DevOps· 2,043 Knowledge & Memory· 1,825 Security· 1,810 AI & Machine Learning· 1,664 Media & Design· 1,068 Communication & Messaging· 832 Browser & Automation· 668 Other· 280

Japan UtilsOfficial

io.github.vivek081166/japan-utils-mcp

Japan utilities for AI agents: era, romaji, postal codes, holidays, kana, name splitting.

Development & CodingData & Databases

LAMB0Pythonv0.1.2pypi

Electronics MCP ServersOfficial

io.github.wedsamuel1230/electronic-mcp-server

14 electronics tools: resistor decoder, capacitor calculator, GPIO reference for ESP32/Arduino/STM32

Development & Coding

LAMD0Pythonv1.0.2pypi

gitea-mcpOfficial

io.github.werebear73/gitea-mcp

Model Context Protocol server for Gitea (and Forgejo, Codeberg).

Development & Coding

LAMB0Pythonv0.5.1pypi

Vmd Hydrate MCPOfficial

io.github.wjgoarxiv/vmd-hydrate-mcp

Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)

Development & CodingData & Databases

LAMA0Pythonv0.2.0pypi

Cg Agent KitOfficial

io.neosyn/cg-agent-kit

AI-agent MCP server for FPGA design: compile, validate & generate Verilog from C⏚ HDL.

Development & CodingAI & Machine Learning

LAMA0Pythonv0.1.1pypi

TinyFnOfficial

io.tinyfn/tinyfn

500+ deterministic tools for AI agents: math, conversion, validation, hashing, encoding, date/time.

Development & CodingData & Databases

LAMA0Pythonv1.0.2remote

SecurityScanOfficial

net.apisecurityscan/securityscan

Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.

SecurityDevelopment & Coding

MC0Python3 toolsv1.0.0remote

ToolAPIOfficial

org.toolapi/hub

Free public MCP server for AI agents — 98 tools, 25 workflows, no API key.

Development & CodingProductivity & Docs

MA0Pythonv2.1.0remote

Refactoring MCP ServerOfficial

io.github.marshally/mcp-refactoring

MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refactorings

Development & CodingKnowledge & Memory

LAMD3Pythonv0.1.2pypi

DocpickOfficial

io.github.ArkNill/docpick

Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.

Data & DatabasesDevelopment & Coding

LAMB1Pythonv0.1.2pypi

Aman Amith Shastry Scientific Computation MCPOfficial

ai.smithery/Aman-Amith-Shastry-scientific_computation_mcp

This MCP server enables users to perform scientific computations regarding linear algebra and vect…

Development & CodingData & Databases

LAMD2Pythonv1.13.1remote

Rigol DHO824 OscilloscopeOfficial

io.github.aimoda/rigol-dho824-mcp

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

Development & CodingBrowser & Automation

LAMD2Pythonv0.1.143-main.2b177aeocipypi

Zendriver MCPOfficial

io.github.bituq/zendriver-mcp

Undetectable browser automation for LLM agents, spoken over MCP.

Browser & AutomationDevelopment & Coding

LAMB2Pythonv0.3.3pypi

EmbgrepOfficial

io.github.ArkNill/embgrep

Local semantic search — embedding-powered grep for files, zero external services.

Development & CodingSearch & Web

LAMB0Pythonv0.1.0pypi

ExiftoolOfficial

io.github.joshmsimpson/exiftool

Read, write, and remove metadata from 150+ file formats using ExifTool

Media & DesignDevelopment & Coding

LAMD0Pythonv0.1.6pypi

Fastmcp PdftoolsOfficial

io.github.atarkowska/fastmcp-pdftools

An MCP server that provides [describe what your server does]

Development & Coding

LCMD1Pythonv0.1.3pypi

ROOT MCP ServerOfficial

io.github.omazapa/root-mcp

ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).

Development & CodingData & Databases

LBMD1Pythonv1.0.0oci

Afgong Sqlite MCP ServerOfficial

ai.smithery/afgong-sqlite-mcp-server

Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…

Data & DatabasesDevelopment & Coding

LAMD0Pythonv1.16.0remote

Bergeramit Bergeramit Hw3 TechOfficial

ai.smithery/bergeramit-bergeramit-hw3-tech

Create friendly greetings and add two numbers instantly. Speed up simple tasks and streamline ligh…

Development & Coding

MD0Pythonv1.15.0remote

Bergeramit Bergeramit Hw3 Tech 1Official

ai.smithery/bergeramit-bergeramit-hw3-tech-1

Add two numbers instantly and generate friendly greetings on demand. Speed up quick math and perso…

Development & Coding

MD0Pythonv1.15.0remote

Bhushangitfull File MCP SmithOfficial

ai.smithery/bhushangitfull-file-mcp-smith

Manage files and folders directly from your workspace. Read and write files, list directories, cre…

Development & CodingProductivity & Docs

MD0Pythonv1.16.0remote

Mrugankpednekar MCP OptimizerOfficial

ai.smithery/mrugankpednekar-mcp-optimizer

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

Productivity & DocsDevelopment & Coding

LAMD0Pythonv1.16.0remote

PabloLec Keyprobe MCPOfficial

ai.smithery/PabloLec-keyprobe-mcp

Audit certificates and keystores to surface expiry risks, weak algorithms, and misconfigurations.…

SecurityDevelopment & Coding

LAMD0Pythonv1.13.1remote

MCP TestOfficial

io.github.bharath-krishna/mcp-test

A simple MCP server with an echo tool for testing purposes

Development & Coding

MD0Pythonv0.1.0pypi