"Creating a Postgres MCP server in Python" matching MCP servers:

• 

  Kestra Python MCP Serverofficial

  kestra-io

  A

  license

  -

  quality

  C

  maintenance

  A Machine Comprehension Protocol server that enables AI assistants to interact with Kestra workflows through natural language, supporting operations like flow management, executions, backfills, and other Kestra features.

  Last updated 2026-05-04

  29

  Apache 2.0

• cc-in-codex

  Terry-Wang-Lynx

  A

  license

  -

  quality

  C

  maintenance

  Enables Codex to manage a local Claude Code companion through MCP, implementing a dual-agent workflow where Codex handles reasoning and review while Claude Code performs engineering tasks.

  Last updated 2026-06-26

  1

  MIT

• Python Demo MCP Server

  sevalla-templates

  F

  license

  -

  quality

  D

  maintenance

  A demonstration server implementing the Model Context Protocol with Server-Sent Events for streaming content production and management.

  Last updated 2025-03-27

  15

• paybond-mcp-Python

  nonameuserd

  A

  license

  A

  quality

  B

  maintenance

  Paybond Kit for Python is the PyPI package for tenant-bound Paybond integrations and delegated agent spend controls. It opens hosted Gateway sessions, verifies capability tokens, authorizes tool-call spend, signs intent and evidence payloads, uses Stripe Connect, Stripe ACH Direct Debit, or x402 / USDC-on-Base settlement rails, reads tenant-scoped Signal, fraud, ledger, protocol, and A2A data, and

  Last updated 2026-08-02

  31

  1

  Apache 2.0

• A-Modular-Kingdom

  MasihMoafi

  A

  license

  -

  quality

  A

  maintenance

  Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.

  Last updated 2026-08-04

  41

  Apache 2.0

• MCP Python SDK

  imax09-wq

  A

  license

  -

  quality

  D

  maintenance

  A Python implementation of the Model Context Protocol that allows applications to provide standardized context for LLMs, enabling creation of servers that expose data and functionality to LLM applications through resources, tools, and prompts.

  Last updated 2025-04-09

  MIT

• Share A Bot MCP A2A

  codeislaw101

  A

  license

  A

  quality

  C

  maintenance

  Discover and connect your agents with other agents via A2A protocol. Share resources for free or fee.

  Last updated 2026-04-15

  6

  MIT

• Raindrop MCP Server

  ddltn

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that allows Claude Desktop to access and manage Raindrop.io bookmarks through natural language commands, supporting operations for collections, raindrops, and tags.

  Last updated 2025-05-27

  12

  7

  MIT

• Shepherd MCP

  neuralis-in

  A

  license

  B

  quality

  D

  maintenance

  Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.

  Last updated 2026-01-03

  18

  MIT

• Llama 4 Maverick MCP Server

  YobieBen

  A

  license

  -

  quality

  D

  maintenance

  Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first local AI operations with 10+ built-in tools for file operations, web search, calculations, and custom model deployment. Features streaming support, hybrid intelligence workflows, and extensive Python ecosystem integration for research, development, and enterprise applications.

  Last updated 2025-08-23

  MIT

• mcp-server-quest

  a-g-e-n-t-s

  F

  license

  -

  quality

  C

  maintenance

  Comprehensive quest orchestration system with KĀDI broker integration, multi-channel approval workflow, and Git-backed data storage.

  Last updated 2026-06-23

• Remote MCP Server for

  AlexanderCohen

  F

  license

  -

  quality

  C

  maintenance

  A deployable Model Context Protocol server on Cloudflare Workers that allows LLMs to access custom tools without authentication requirements.

  Last updated 2025-05-01

• iris-eval/mcp-server

  iris-eval

  A

  license

  A

  quality

  A

  maintenance

  MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.

  Last updated 2026-08-04

  9

  38

  7

  MIT

• zyndai-mcp-server

  zyndai

  A

  license

  A

  quality

  F

  maintenance

  MCP server for AgentDNS that allows Claude or any MCP client to register a persona, discover and call other agents, and handle incoming messages with human-in-the-loop approval.

  Last updated 2026-05-04

  14

  30

  MIT

• Pica MCP Server

  mcp-research

  A

  license

  A

  quality

  D

  maintenance

  MCP server that integrates with Pica to enable seamless interaction with 100+ third-party services through a standardized interface, supporting direct execution and code generation.

  Last updated 2025-07-01

  4

  100

  GPL 3.0

• MCP Server Boilerplate

  shellsage-ai

  A

  license

  A

  quality

  C

  maintenance

  Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop integration configs.

  Last updated 2026-03-06

  2

  2

  MIT

• Reader MCP Server

  xinthink

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that connects MCP-compatible clients like Claude and VS Code to your Readwise Reader library, allowing them to list, retrieve, and update documents in your personal knowledge repository.

  Last updated 2026-03-26

  7

  11

  MIT

• mcp-server-wrapper

  veithly

  A

  license

  A

  quality

  D

  maintenance

  A meta-MCP server that dynamically manages and invokes any MCP server on the fly, enabling runtime addition, removal, and tool invocation without restarting Claude Code.

  Last updated 2026-01-03

  5

  10

  MIT

• Letta MCP Server

  oculairmedia

  A

  license

  A

  quality

  A

  maintenance

  An MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.

  Last updated 2026-08-03

  36

  113

  77

  MIT

• MCP Gemini Server

  bsmi021

  A

  license

  A

  quality

  D

  maintenance

  A dedicated server that wraps Google's Gemini AI models in a Model Context Protocol (MCP) interface, allowing other LLMs and MCP-compatible systems to access Gemini's capabilities like content generation, function calling, chat, and file handling through standardized tools.

  Last updated 2025-05-27

  16

  23

  36

  MIT