Agent♥︎Age

MCP Catalog

Browse 239 Model Context Protocol servers · Development & Coding · Apache License 2.0Clear

AAI GatewayOfficial
io.github.gybob/aai-gateway

Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings

Development & CodingAI & Machine Learning
LAMB104TypeScript522/mov1.1.10npm
WireforgeOfficial
io.github.hanmahong5-arch/wireforge

Read-only MCP tools for ISO 8583 and SWIFT MT/MX: parse, validate, diff, SR2026 address checks.

Development & CodingFinance & Crypto
LAMA0Rustv0.1.0mcpb
Evalview MCPOfficial
io.github.hidai25/evalview-mcp

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

Development & CodingAI & Machine Learning
LAMA120Pythonv0.6.0pypi
AI Workbench MCPOfficial
io.github.hrishikesh-thakre/ai-workbench-mcp

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Development & CodingAI & Machine Learning
LAMA0Pythonv0.6.0a0pypi
Wso2 Docs MCP ServerOfficial
io.github.iamvirul/wso2-docs-mcp-server

Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

Development & CodingSearch & Web
LAMA3TypeScriptv1.2.0npm
MCP ZuulOfficial
io.github.imatza-rh/mcp-zuul

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

Cloud & DevOpsDevelopment & Coding
LAMA12Pythonv0.8.0pypi
InkogOfficial
io.github.inkog-io/inkog

Security co-pilot for AI agents. Scan for vulnerabilities, audit MCP servers, verify governance.

SecurityDevelopment & Coding
LAMA3TypeScriptv1.0.20npm
Lucius MCPOfficial
io.github.ivanostanin/lucius-mcp

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

Development & Coding
LAMA6Pythonv0.10.6pypiocimcpb
Aperture MCPOfficial
io.github.jaysinailabs/aperture-mcp

Flag when a tracked commitment vanishes verbatim between two versions. A signal, not a judge.

Development & CodingKnowledge & Memory
LAMA0Pythonv0.2.0pypi
Mirroir MCPOfficial
io.github.jfarcand/mirroir-mcp

Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

Browser & AutomationDevelopment & Coding
LAMA130Swiftv0.35.0npm
ShellwardOfficial
io.github.jnMetaCode/shellward

AI agent security: 7 MCP tools for injection detection, PII scanning, command safety, DLP.

SecurityDevelopment & Coding
LAMA122TypeScriptv0.5.11npm
TenOfficial
io.github.johnbeans/ten

Ten formal algebra for machine intelligence — encode, decode, compose, and verify

AI & Machine LearningDevelopment & Coding
LAMC0Pythonv0.1.0pypi
KeployOfficial
io.github.keploy/mcp

End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

Development & CodingCloud & DevOps
LAMA18KGo106 toolsv1.0.0remote
Sentinel DVOfficial
io.github.kiranreddi/sentinel-dv

MCP tools for UVM/cocotb logs, coverage, regressions, and waveform triage.

Development & Coding
LAMA3Pythonv2.3.0pypi
KrimtoOfficial
io.github.krimto-labs/krimto

Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.

Knowledge & MemoryDevelopment & Coding
LAMB6TypeScriptv0.2.47npm
MCPOfficial
io.github.kubeshark/mcp

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

Cloud & DevOpsDevelopment & Coding
LAMA12KGov53.3.0mcpb
XcodemcpOfficial
io.github.lapfelix/xcodemcp

Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration

Development & CodingBrowser & Automation
LAMC57TypeScriptv2.1.4npm
Understand QuicklyOfficial
io.github.looptech-ai/understand-quickly

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

Knowledge & MemoryDevelopment & Coding
LAMA42JavaScript267/mov0.1.1npm
LynxOfficial
io.github.lorenzo-cambiaghi/lynx

100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph

Development & CodingSearch & Web
LAMA7Pythonv1.7.5pypi
MCP Sap DocsOfficial
io.github.marianfoo/mcp-sap-docs

Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

Knowledge & MemoryDevelopment & Coding
LAMA202TypeScriptv0.3.9npm
IBM MaximoOfficial
io.github.markusvankempen/maximo-mcp-server

Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbon UI generation.

Cloud & DevOpsDevelopment & Coding
LAMC7JavaScriptv1.1.0npm
Quantum OpenQASM MCPOfficial
io.github.markusvankempen/quantum-openqasm-mcp

IBM Quantum OpenQASM 2.0 MCP — list backends, submit QASM, poll jobs, get histograms.

Development & CodingAI & Machine Learning
LAMA0Shellv1.7.3npm
AccIntOfficial
io.github.maxbaluev/accint

Local Work Model MCP server for agent work that learns from real outcomes.

Development & CodingAI & Machine Learning
LAMA4Shellv0.1.12mcpb
Playwright MCPOfficial
io.github.microsoft/playwright-mcp

Playwright Tools for MCP

Browser & AutomationDevelopment & Coding
LAMA34.8KTypeScriptv0.0.77npm