Agent♥︎Age

MCP Catalog

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

MCHS NWAU CalculatorOfficial
io.github.edithatogo/mchs

Stdio MCP server for MCHS schemas, validation, support status, and evidence.

Data & DatabasesDevelopment & Coding
LAMA1Pythonv0.2.2pypi
ArchsteerOfficial
io.github.einvoice-dev1/archsteer

Architecture governance for AI agents: query the live model, get target patterns, check files.

Cloud & DevOpsDevelopment & Coding
LAMA1Pythonv0.4.1pypi
TempoGraphOfficial
io.github.Elmoaid/tempograph

Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.

Development & Coding
LCMB1Pythonv0.7.2pypi
MCP Server XlwingsOfficial
io.github.geniuskey/mcp-server-xlwings

Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.

Development & CodingProductivity & Docs
LAMC1Pythonv0.4.1pypi
CoderegistryOfficial
io.github.hellosg/coderegistry

Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.

Development & CodingSecurity
LAMA1Python16 toolsv1.0.0remote
VulnFeedOfficial
io.github.infai-tech/vulnfeed

Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.

Development & CodingSecurity
LAMA1Pythonv0.3.3pypi
Pwsh Exec MCPOfficial
io.github.Jason26214/pwsh-exec-mcp

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

Development & CodingCloud & DevOps
LAMA1Pythonv1.0.1pypi
Keel — Hyperliquid trading agentOfficial
io.github.keel-trade/keel-trade

Build, backtest, and automate Hyperliquid trading strategies — typed, deterministic, live parity.

Finance & CryptoDevelopment & Coding
LAMA1Pythonv0.5.6pypimcpb
Auth Token ServiceOfficial
io.github.mikerawsonnz/auth-token-service

Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.

SecurityDevelopment & Coding
LAMA1Python1 toolv1.0.0remote
Structured Output AgentOfficial
io.github.mikerawsonnz/structured-output-agent

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

AI & Machine LearningDevelopment & Coding
LAMA1Python1 toolv1.0.0remote
Traced Llm ProxyOfficial
io.github.mikerawsonnz/traced-llm-proxy

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

AI & Machine LearningDevelopment & Coding
LAMA1Python1 toolv1.0.0remote
VulnFeedOfficial
io.github.novadyne-hq/vulnfeed

Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.

SecurityDevelopment & Coding
LAMA1Pythonv0.3.6pypi
aiogram-mcpOfficial
io.github.Py2755/aiogram-mcp

MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming

Communication & MessagingDevelopment & Coding
LAMC1Pythonv0.7.1pypi
GadgetHumans API HubOfficial
io.github.scotia1973-bot/api-hub

334 free developer tools for AI agents. No API key needed.

Development & Coding
LAMA1Pythonv2.6.0pypi
Live MemoryOfficial
io.github.shofer-dev/live-memory

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

Development & CodingKnowledge & Memory
LAMA1Pythonv0.5.0pypi
Stratum MCPOfficial
io.github.smartmemory/stratum-mcp

Structured execution for Claude Code — contracts, postconditions, gates, guardrails.

Development & CodingSecurity
MA1Pythonv0.2.42pypi
Agent BoosterOfficial
io.github.sseshachala/agent-booster

Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.

Development & CodingAI & Machine Learning
LAMA1Pythonv0.6.4pypi
GodotOfficial
io.github.sterion66/godot

The most complete Godot 4 MCP: secure sandbox, 40+ tools (projects–runtime), major MCP clients.

Development & Coding
LAMB1Pythonv1.0.2pypi
WebLoomOfficial
io.github.webloomhq/engine

86 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.

Browser & AutomationDevelopment & Coding
LAMA1Pythonv0.3.7mcpb
ModelforgeOfficial
io.github.Whatsonyourmind/modelforge

Bulge-tier financial model factory — live formulas, source-traced cells, 14 templates.

Finance & CryptoDevelopment & Coding
MA1Pythonv0.9.7pypi
CodeweaverOfficial
com.knitli/codeweaver

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Development & CodingAI & Machine Learning
LAMA12Pythonv0.1.0-alpha.3pypioci
A2dbOfficial
io.github.agentic-eng/a2db

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

Data & DatabasesDevelopment & Coding
LAMB2Pythonv0.2.1pypi
Math MCPOfficial
io.github.andylbrummer/math-mcp

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

AI & Machine LearningDevelopment & Coding
LAMB2Pythonv0.1.6pypi
Molecular MCPOfficial
io.github.andylbrummer/molecular-mcp

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

AI & Machine LearningDevelopment & Coding
LAMB2Pythonv0.1.6pypi