Agent♥︎Age

MCP Catalog

Browse 976 Model Context Protocol servers · Apache License 2.0Clear

Swagger MCP BridgeOfficial
io.github.Neo1228/swagger-mcp-bridge

Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

Development & Coding
LAMA3Javav0.1.0oci
N3MemoryCore Lite (Working Memory)Official
io.github.NeuralNexusNote/n3mc-workingmemory

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

Knowledge & MemoryData & Databases
LAMB0Pythonv1.6.2pypi
EngramOfficial
io.github.NickCirv/engram

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.

Development & CodingKnowledge & Memory
LAMA137TypeScriptv4.5.0npm
GreadOfficial
io.github.NitroRCr/gread

An MCP server that gives your AI access to the source code and docs of all public github repos

Search & WebDevelopment & Coding
LAMA57TypeScript5 toolsv1.0.0remote
Colber MCPOfficial
io.github.Obi49/colber-mcp

Trust + coordination infrastructure for the agent economy. 27 tools across 6 Colber modules.

Cloud & DevOpsSecurity
LAMB0Pythonv0.1.1npm
OctoperfOfficial
io.github.OctoPerf/octoperf

Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.

Cloud & DevOpsDevelopment & Coding
LAMA0v1.0.0remote
Omnisockit MCPOfficial
io.github.OmniSocKit/omnisockit-mcp

Turn your AI into a WeCom development expert. 41 SKILLs, 550+ APIs.

Communication & MessagingDevelopment & Coding
LAMC0TypeScriptv0.1.5npm
FileSystem MCP ServerOfficial
io.github.Oncorporation/filesystem-server

Secure filesystem access for AI agents with configurable directory and file type restrictions

Development & CodingSecurity
LAMC5Pythonv0.1.3pypi
McacpOfficial
io.github.Oortonaut/mcacp

MCP-to-ACP bridge — let any MCP client drive ACP coding agents

Development & Coding
LAMC6TypeScript272/mov0.1.3npm
Task Graph MCPOfficial
io.github.Oortonaut/task-graph-mcp

MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination

Development & CodingProductivity & Docs
LAMC1Rustv0.3.0mcpb
MCP Arangodb AsyncOfficial
io.github.PCfVW/mcp-arangodb-async

Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.

Data & Databases
LAMC3Pythonv0.5.4pypi
spreadsheet-kit MCPOfficial
io.github.PSU3D0/spreadsheet-mcp

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Productivity & DocsData & Databases
LAMA48Rustv0.10.1oci
TablaCognitaOfficial
io.github.PStryder/tablacognita

MCP-native collaborative markdown editor with real-time AI document editing

Productivity & Docs
LAMC2JavaScriptv0.2.0remote
Chainweb APIOfficial
io.github.Pact-Community-Organization/chainweb

Chainweb HTTP API: local sim, pre-signed send, poll, table reads, SPV proofs, module deploys.

Finance & CryptoCloud & DevOps
LAMA0TypeScriptv0.2.3npm
Pact ToolingOfficial
io.github.Pact-Community-Organization/pact

Pact 5 tooling: REPL test runs, trap scanning, gas estimation, interface diff, format checks.

Development & CodingCloud & DevOps
LAMA0TypeScriptv0.2.2npm
Pagerduty MCPOfficial
io.github.PagerDuty/pagerduty-mcp

PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.

Cloud & DevOpsCommunication & Messaging
LAMA73Pythonv0.2.1pypi
OrielOfficial
io.github.ParadoxInfinite/oriel

Safety-gated AI control of Docker and Colima: containers, images, volumes, networks, Compose.

Cloud & DevOpsSecurity
LAMA1Gov0.7.0oci
Signet MCP ToolsOfficial
io.github.Prismer-AI/signet-mcp-tools

MCP server exposing Signet cryptographic signing, verification, and content hash tools over stdio.

SecurityDevelopment & Coding
LAMB37Rustv0.4.1npm
TactusOfficial
io.github.ProjectAILiberation/tactus

Content-agnostic control layer for intimate hardware; forwards Buttplug/Intiface commands only.

Browser & Automation
LAMA1TypeScript540/mov0.1.2npm
Qiskit Code Assistant MCP ServerOfficial
io.github.Qiskit/qiskit-code-assistant-mcp-server

MCP server for the Qiskit Code Assistant intelligent code completion

Development & CodingAI & Machine Learning
LAMA28Pythonv0.4.0pypi
Qiskit Documentation MCP ServerOfficial
io.github.Qiskit/qiskit-docs-mcp-server

MCP server for querying and retrieving Qiskit documentation, guides, and API references

Knowledge & MemoryDevelopment & Coding
LAMA28Pythonv0.2.0pypi
Qiskit Gym MCP ServerOfficial
io.github.Qiskit/qiskit-gym-mcp-server

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

AI & Machine LearningDevelopment & Coding
LAMA28Pythonv0.4.0pypi
Qiskit IBM Runtime MCP ServerOfficial
io.github.Qiskit/qiskit-ibm-runtime-mcp-server

MCP server for IBM Quantum computing services through Qiskit IBM Runtime

Cloud & DevOpsAI & Machine Learning
LAMA28Pythonv0.6.0pypi
Qiskit IBM Transpiler MCP ServerOfficial
io.github.Qiskit/qiskit-ibm-transpiler-mcp-server

MCP server for AI Transpiler IBM Quantum services

Cloud & DevOpsAI & Machine Learning
LAMA28Pythonv0.4.0pypi