"Instructions for building a table with columns" matching MCP servers:

Log Analyzer with MCPofficial
Monitoring Observability Cloud Platforms
awslabs
A
license
-
quality
D
maintenance
A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
Updated 14 days ago (2026-08-05 08:27 UTC)
167
Apache 2.0
mcp-identity-proxy-for-awsofficial
Cloud Platforms Security
aws-samples
A
license
-
quality
A
maintenance
A client-side MCP proxy that injects OAuth 2.0 bearer tokens or API keys into MCP requests, enabling MCP clients to connect to OAuth/API-key-protected MCP servers like Amazon Bedrock AgentCore Gateway. It automatically fetches and refreshes credentials using AgentCore Identity or static values.
Updated 14 days ago (2026-08-05 10:35 UTC)
MIT No Attribution
a-blog cms MCP Serverofficial
Content Management Systems Search Developer Tools
appleple
A
license
-
quality
D
maintenance
Enables searching and retrieving content, module information, and Twig template snippets from a-blog cms via its GET API.
Updated 8 months ago (2025-12-23 03:14 UTC)
34
4
ISC
Kumiki A/Bofficial
Feature Flags Testing & QA Tools
kumikitools
A
license
-
quality
B
maintenance
MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.
Updated 2 months ago (2026-06-21 15:57 UTC)
MIT
PDF Export for AI Agentsofficial
App Automation Workplace & Productivity Developer Tools
pdfcrowd
A
license
B
quality
D
maintenance
Well-designed PDFs from a single prompt. Describe what you need, get a professional document.
Updated 6 months ago (2026-02-20 15:07 UTC)
2
65
1
MIT
StarTree MCP Server for Apacheofficial
Databases Developer Tools
startreedata
A
license
B
quality
B
maintenance
StarTree MCP Server for Apache Pinot
Updated 14 days ago (2026-08-05 06:21 UTC)
14
16
Apache 2.0
argocd-mcpofficial
Cloud Platforms Developer Tools
argoproj-labs
A
license
C
quality
C
maintenance
argocd-mcp
Updated 8 days ago (2026-08-11 15:32 UTC)
14
18,788
557
Apache 2.0
Exasol MCP Server withofficial
Databases RAG Systems
exasol-labs
A
license
-
quality
F
maintenance
Provides LLM access to Exasol database via MCP tools, including metadata reading and data queries, with an optional on-premise text-to-SQL (Governed SQL) translation.
Updated a month ago (2026-07-09 09:22 UTC)
4
MIT
Tealfabric MCP Server forofficial
Developer Tools App Automation
tealfabric
A
license
-
quality
C
maintenance
Enables Cursor IDE to interact with Tealfabric platform, allowing management of webapps, processes, and documents through natural language.
Updated 4 months ago (2026-04-16 09:10 UTC)
2
Apache 2.0
NetDefense for OPNsenseofficial
Networking & Infrastructure Security Shell Access
netdefense-io
A
license
-
quality
A
maintenance
Manage a fleet of OPNsense firewalls from an AI agent, inside guardrails it can't drive around. MCP server for central management of OPNsense firewall fleets. 129 tools across devices, config sync, tasks, schedules, templates, backups and remote consoles - destructive actions confirmation-gated, MCP-issued tokens lifetime-bounded, backup and storage secrets excluded from the toolset entirely.
Updated 20 days ago (2026-07-30 18:26 UTC)
Apache 2.0
Funplay MCP for Unrealofficial
Design Tools Autonomous Agents Developer Tools
FunplayAI
A
license
-
quality
A
maintenance
Enables AI assistants to directly control and interact with the Unreal Editor through natural language, allowing tasks such as spawning actors, building levels, creating materials, and running Python scripts.
Updated 2 months ago (2026-06-23 13:05 UTC)
2
MIT
OpenLink MCP Server for JDBCofficial
Databases Developer Tools Code Execution
OpenLinkSoftware
A
license
-
quality
F
maintenance
OpenLink MCP Server for JDBC
Updated a year ago (2025-07-22 21:23 UTC)
13
MIT
Funplay MCP for Unityofficial
Developer Tools Code Execution
FunplayAI
A
license
-
quality
A
maintenance
This MCP server integrates AI assistants with Unity Editor, allowing them to create scenes, generate scripts, simulate input, and automate workflows using 91 built-in tools.
Updated 8 days ago (2026-08-11 10:30 UTC)
214
MIT
WordPress Reader for Claudeofficial
Content Management Systems Social Media App Automation
Automattic
A
license
-
quality
D
maintenance
Connects your WordPress.com account to Claude Desktop, enabling you to read your feed, check notifications, manage tags and follows, and discover new blogs through natural conversation.
Updated 22 days ago (2026-07-28 19:51 UTC)
9
8
MIT
GameWright MCP for Unityofficial
Developer Tools Code Execution Games & Gamification
gamewrightdev
A
license
-
quality
A
maintenance
Enables AI assistants to build and manage Unity projects directly through the Unity Editor, providing 150+ tools for scene creation, script generation, play mode control, input simulation, and performance analysis.
Updated 11 days ago (2026-08-08 17:15 UTC)
1
MIT
Microsoft MCP Server forofficial
RAG Systems Security Cloud Platforms
microsoft
A
license
-
quality
C
maintenance
Enables AI agents to query Microsoft Entra data using natural language, converting requests into Microsoft Graph API calls for read-only enterprise IT scenarios.
Updated 2 months ago (2026-06-04 23:33 UTC)
46
CC BY-4.0
MCP Server for vmanomalyofficial
Monitoring Observability AI & Machine Learning
VictoriaMetrics
A
license
-
quality
A
maintenance
MCP server that integrates with VictoriaMetrics vmanomaly API to enable AI-assisted anomaly detection, model management, and configuration generation.
Updated 6 days ago (2026-08-13 20:32 UTC)
9
Apache 2.0
MCP Server for Apacheofficial
Databases Developer Tools Data Platforms
datastrato
A
license
-
quality
C
maintenance
A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.
Updated a year ago (2025-07-03 02:02 UTC)
23
Apache 2.0
Qdrant Docs MCP Serverofficial
RAG Systems Documentation Access
qdrant
F
license
-
quality
C
maintenance
A read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.
Updated 2 months ago (2026-06-23 10:18 UTC)
9
Trustabl for Cursorofficial
Code Analysis Developer Tools Testing & QA Tools
trustabl
F
license
-
quality
B
maintenance
MCP server that brings Trustabl static reliability scanning into Cursor, letting agents inventory agents/tools, flag risky patterns, score production readiness, and write SARIF reports.
Updated 5 days ago (2026-08-14 07:35 UTC)
8