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62,915 results in Observability, Memory, MCPs, Skills · page 17 of 2,622

MCPsPreview

anarkh-lee-universal-database

Provides unified database connectivity across PostgreSQL, MySQL, Oracle, Redis, and 13 additional databases with standardized operations for structured queries and key-value storage.

97.4925 stars · 91 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

opentabs-dev-opentabs

Plugin-based MCP server + Chrome extension that gives AI agents access to web applications through the user's authenticated browser session. 100+ plugins with a plugin SDK for building new ones.

97.4926 stars · 89 forks
Harnessclaudecodexcursorgeminiopencode
mcpaggregators
No one-command install · SourceDetails
MCPsPreview

snaggle-ai-openapi-mcp-server

Convert OpenAPI specs into usable MCP endpoints.

97.4899 stars · 95 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

lark-feishu

Integrates with Feishu/Lark's collaboration suite, enabling AI assistants to interact with productivity tools through the official Node.js SDK.

97.4814 stars · 115 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

cyfrin-aderyn

Provides intelligent Solidity smart contract analysis through the Aderyn static analyzer, scanning codebases to identify security vulnerabilities, code quality issues, and potential exploits across multiple severity levels with support for Foundry and Hardhat projects.

97.4794 stars · 117 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

alioshr-memory-bank

Transforms file-based memory banks into a centralized, remotely accessible service for multi-project management with consistent structure and validation.

97.4919 stars · 86 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

qy527145-acemcp

Indexes codebases with automatic incremental updates and provides semantic search to find relevant code snippets with file paths and line numbers.

97.4806 stars · 112 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

alexander-zuev-supabase

Integrates with Supabase to enable natural language-driven database schema exploration, management, and read-only SQL query execution.

97.4830 stars · 104 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

cohnen-google-ads

Integrates with Google Ads API to enable direct access and management of advertising campaigns, performance analysis, and optimization within conversations.

97.4701 stars · 159 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

zinja-coder-jadx

Integrates with JADX-GUI to enable reverse engineering of Java and Android applications through decompiled code analysis, method searching, and access to both Java and Smali representations.

97.4766 stars · 127 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

irinabuht12-oss-google-meta-ads-ga4

Manage Google Ads, Meta Ads, and Google Analytics 4 from AI assistants with 250+ tools and OAuth 2.1 authentication.

97.41,294 stars · 58 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

tianshu-mcp-server

Enables AI assistants to process documents, images, audio, and video via MCP protocol, converting unstructured data into structured Markdown/JSON.

97.4774 stars · 119 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

elastic-elasticsearch

Enables natural language interaction with Elasticsearch clusters for listing indices, inspecting field mappings, and executing Query DSL searches with automatic text highlighting

97.4709 stars · 148 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

jetbrains-mcp-proxy-server

Interact with JetBrains IDEs for code analysis and development tasks.

97.4965 stars · 77 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

disler-just-prompt

Unified interface for interacting with multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama with parallel prompt sending and response file saving capabilities.

97.4738 stars · 132 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

codeabra-iai

Local long-term memory MCP server for AI coding assistants with three-tier episodic, semantic, and procedural memory storage.

97.4832 stars · 98 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

shtse8-pdf-reader

Securely extracts text, metadata, and page information from PDF files within a project directory using pdfjs-dist for both local files and remote URLs.

97.4909 stars · 81 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

gcloud

Interact with Google Cloud environments using the gcloud CLI through natural language

97.4896 stars · 83 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

stock-trade-mcp-server

An MCP server that provides tools to access Tiingo API data including stock prices, news, forex, fundamentals, and corporate actions.

97.4138 stars · 440 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

stackql

Open source SQL-native query and provisioning engine for cloud and SaaS infrastructure. Ships as a single signed binary with MCP tools for provider discovery, schema exploration, queries, and lifecycle operations.

97.4894 stars · 83 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

jakedismo-codegraph-rust

Provides high-performance code intelligence and semantic search capabilities through RocksDB graph storage, FAISS vector indexing, and tree-sitter AST parsing to enable real-time code analysis with incremental updates across multiple programming languages.

97.4873 stars · 87 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

annas-archive

Integrates with Anna's Archive to provide search and download capabilities for Creative Commons publications and public domain materials, requiring API key authentication and emphasizing responsible use for research and educational workflows.

97.41,020 stars · 68 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

cloudflare

Integrates with the entire Cloudflare API, covering 2,500+ endpoints across DNS, Workers, R2, Zero Trust, and all other Cloudflare products.

97.4782 stars · 108 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

mem0-coding-preferences

Integrates with mem0.ai to store, retrieve, and semantically search coding preferences, snippets, and programming knowledge through a persistent FastMCP server using SSE connections.

97.4658 stars · 150 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
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