Agent♥︎Age

MCP Catalog

Browse 273 Model Context Protocol servers · Python · Apache License 2.0Clear

Opik MCP ServerOfficial
io.github.comet-ml/opik-mcp

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

AI & Machine LearningData & Databases
LAMA211Python584/mov2.0.2npm
Snowfakery MCPOfficial
io.github.composable-delivery/snowfakery-mcp

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

Development & CodingData & Databases
LAMA4Pythonv0.0.6pypi
MCP Server CouchbaseOfficial
io.github.couchbase/mcp-server-couchbase

Couchbase Model Context Protocol Server to interact with Couchbase clusters

Data & Databases
LAMA33Pythonv1.0.0pypioci
Elasticsearch MCP ServerOfficial
io.github.cr7258/elasticsearch-mcp-server

MCP server for interacting with Elasticsearch

Data & Databases
LAMB295Pythonv2.0.15pypi
Cruxible CoreOfficial
io.github.cruxible-ai/cruxible-core

Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

Knowledge & MemoryAI & Machine Learning
LAMA6Pythonv0.1.2pypi
Cyntrisec CLI (Historical)Official
io.github.cyntrisec/cyntrisec

Historical AWS analysis CLI; not a current Cyntrisec product.

Cloud & DevOps
LAMB4Pythonv0.1.14pypi
DataRaumOfficial
io.github.dataraum/dataraum

Pre-computed metadata context engine for AI-driven data analytics

Data & DatabasesAI & Machine Learning
LAMA3Pythonv0.2.1pypi
HeddleOfficial
io.github.davet47/heddle

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

Development & CodingSecurity
LAMA2Pythonv0.3.1pypi
DeFiMindOfficial
io.github.defimind-ai/defimind-mcp

Live LP analytics — Uniswap V2/V3, Balancer, Curve stableswap: PnL, health, slippage, depeg risk.

Finance & Crypto
LAMA0Python11 toolsv0.2.3remote
Agent ImmuneOfficial
io.github.denial-web/agent-immune

AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening

SecurityAI & Machine Learning
LAMC0Pythonv0.2.2pypi
Agentic Detection LookupsOfficial
io.github.detection-forge/agentic-detection-lookups

LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.

SecurityDevelopment & Coding
LAMB0Pythonv0.1.0
ChainWeaverOfficial
io.github.dgenio/chainweaver

Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

Development & CodingAI & Machine Learning
LAMA6Pythonv0.12.1pypi
contextweaverOfficial
io.github.dgenio/contextweaver

MCP gateway: bounded tool shortlists + artifact-backed result firewall. Deterministic, no model.

Development & CodingSecurity
LAMA8Pythonv0.15.0pypi
MCPAmpel - MCP Security ScannerOfficial
io.github.diemoeve/mcpampel

Scan installed MCP servers for security vulnerabilities with 16 detection engines.

SecurityDevelopment & Coding
LAMC2Pythonv0.2.2pypi
Dns AidOfficial
io.github.dns-aid/dns-aid

Discover and publish AI agents via DNS using SVCB records (RFC 9460)

Cloud & DevOpsDevelopment & Coding
LAMA54Pythonv0.26.0pypi
vardogerOfficial
io.github.dstrupl/vardoger

Personalize AI coding assistants by analyzing local conversation history. Runs on your machine.

Development & CodingKnowledge & Memory
LAMB3Pythonv0.3.1pypi
SkylosOfficial
io.github.duriantaco/skylos

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

Development & CodingSecurity
LAMA464Pythonv3.5.10pypi
Lians — Financial-Grade Agent MemoryOfficial
io.github.ebeirne/lians

Bitemporal memory for AI agents. SEC 17a-4 audit chain, GDPR crypto-shred, information barriers.

Knowledge & MemorySecurity
LAMA0Pythonv0.3.4pypi
Google Tasks MCP ServerOfficial
io.github.ebmurha/google-tasks-mcp

Manage Google Tasks from MCP-compatible AI clients.

Productivity & Docs
LAMB1Pythonv0.4.0pypi
MCPOfficial
io.github.emergencescience/mcp

Post bounties, solve tasks, earn credits on Emergence Science — the agent economy.

Commerce & MarketingAI & Machine Learning
LAMB0Pythonv1.1.0pypi
Unifi MCP ServerOfficial
io.github.enuno/unifi-mcp-server

An MCP server that leverages official UniFi API

Cloud & DevOpsDevelopment & Coding
LAMA184Python187/mov0.2.0npm
Fronius MCPOfficial
io.github.flowiesner/fronius-mcp

Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API.

Cloud & DevOpsData & Databases
LAMB1Pythonv0.1.2pypi
Flyto CoreOfficial
io.github.flytohub/flyto-core

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

Cloud & DevOpsBrowser & Automation
LAMA367Pythonv2.12.6pypi
Flyto IndexerOfficial
io.github.flytohub/flyto-indexer

Code intelligence MCP server — impact analysis, semantic search, dependency graphs

Development & Coding
LAMA4Pythonv2.10.2pypi