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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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668 results (<1ms) · data updated 2026-08-14

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portel-dev/ncp C MCP Server Maintained

portel-dev/ncp

NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy.

★ 97 JavaScript Updated 2mo ago Score 63 Aggregators

hloiseaufcms/mcp-gopls C MCP Server Maintained

hloiseaufcms/mcp-gopls

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

★ 97 Go Updated 1mo ago Score 63 Developer Tools

sonirico/mcp-shell C MCP Server Maintained

sonirico/mcp-shell

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

★ 96 Go Updated 2mo ago Score 63 Coding Agents

kunwar-shah/claudex C MCP Server Maintained

kunwar-shah/claudex

Persistent memory + FTS5 full-text search for Claude Code conversation history. Indexes `~/.claude/projects/` JSONL into SQLite, exposes 10 MCP tools (store/recall/search memories, list sessions, get summaries) plus prompts. Includes a web UI for visual exploration with themes and exports. Works with Claude Code, Cursor, Codex, Windsurf, and any MCP-compatible client. `npm install -g @kunwarshah/c

★ 92 JavaScript Updated 1mo ago Score 63 Knowledge & Memory

codefuturist/email-mcp C MCP Server Maintained

codefuturist/email-mcp

IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, scheduling, and managing emails across multiple accounts. Supports IMAP IDLE push, AI triage, desktop notifications, and auto-detects providers like Gmail, Outlook, and iCloud.

★ 91 TypeScript Updated 2mo ago Score 63 Communication

ydb/ydb-mcp C MCP Server Official Maintained

ydb-platform/ydb-mcp

MCP server for interacting with [YDB](https://ydb.tech) databases

★ 28 Python Updated 1mo ago Score 63 Databases

lpigeon/unitree-go2-mcp-server C MCP Server Maintained

lpigeon/unitree-go2-mcp-server

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

★ 86 Python Updated 2mo ago Score 62 Developer Tools

DomDemetz/claude-soul C MCP Server Maintained

DomDemetz/claude-soul

Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections, and evolves behavioral frameworks through evidence tiers (hypothesis → observed → validated). Frameworks that keep working get promoted, bad ones get retired. 9 MCP tools, automatic hooks, phase-adaptive learning. Single dependency, local-only. `npx cl

★ 86 TypeScript Updated 2mo ago Score 62 Knowledge & Memory

yuna0x0/anilist-mcp C MCP Server Maintained

yuna0x0/anilist-mcp

A MCP server integrating AniList API for anime and manga information

★ 84 TypeScript Updated 1mo ago Score 62 Art & Culture

Pantheon-Security/notebooklm-mcp-secure C MCP Server Maintained

Pantheon-Security/notebooklm-mcp-secure

Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and AI agents.

★ 78 TypeScript Updated 2mo ago Score 62 Knowledge & Memory

traceloop/opentelemetry-mcp-server C MCP Server Maintained

traceloop/opentelemetry-mcp-server

An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).

★ 198 Python Updated 1mo ago Score 61 Finance & Fintech

quarkiverse/mcp-server-jdbc C MCP Server Maintained

quarkiverse/quarkus-mcp-servers/jdbc

Connect to any JDBC-compatible database and query, insert, update, delete, and more.

★ 196 Java Updated 2mo ago Score 61 Databases

filesystem@quarkiverse/quarkus-mcp-servers C MCP Server Maintained

quarkiverse/quarkus-mcp-servers/filesystem

A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.

★ 196 Java Updated 2mo ago Score 61 File Systems

discourse/discourse-mcp C MCP Server Official Maintained

discourse/discourse-mcp

Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.

★ 68 TypeScript Updated 1mo ago Score 61 Communication

danmartuszewski/hop C MCP Server Maintained

danmartuszewski/hop

Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts.

★ 61 Go Updated 1mo ago Score 61 Command Line

efforthye/fast-filesystem-mcp C MCP Server Maintained

efforthye/fast-filesystem-mcp

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

★ 60 TypeScript Updated 2mo ago Score 61 File Systems

handsomejustin/mijia-control C MCP Server Maintained

handsomejustin/mijia-control

Control Xiaomi/Mijia smart home devices (lights, AC, heaters, robots, cameras) through MCP. Includes web dashboard, REST API, CLI, SocketIO, energy monitoring, and automation rules.

★ 60 Python Updated 2mo ago Score 61 Home Automation

bh-rat/context-awesome C MCP Server Maintained

bh-rat/context-awesome

MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.

★ 57 TypeScript Updated 2mo ago Score 61 Knowledge & Memory

janreges/ai-distiller-mcp C MCP Server Maintained

janreges/ai-distiller

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.

★ 166 C Updated 2mo ago Score 60 Developer Tools

zcaceres/gtasks-mcp C MCP Server Maintained

zcaceres/gtasks-mcp

An MCP server to Manage Google Tasks

★ 157 TypeScript Updated 2mo ago Score 60 Communication

video-creator/ffmpeg-mcp C MCP Server Maintained

video-creator/ffmpeg-mcp

Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions

★ 142 Python Updated 2mo ago Score 60 Multimedia Process

ZengLiangYi/ChatCrystal C MCP Server Maintained

ZengLiangYi/ChatCrystal

Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and reusable MCP memory. `npx -y chatcrystal mcp`

★ 53 TypeScript Updated 1mo ago Score 60 Knowledge & Memory

metoro-io/metoro-mcp-server C MCP Server Official Maintained

metoro-io/metoro-mcp-server

Query and interact with kubernetes environments monitored by Metoro

★ 51 Go Updated 2mo ago Score 60 Monitoring

anwerj/youtube-uploader-mcp C MCP Server Maintained

anwerj/youtube-uploader-mcp

AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.

★ 50 Go Updated 1mo ago Score 60 Social Media

rafsilva85/credit-optimizer-v5 C MCP Server Maintained

rafsilva85/credit-optimizer-v5

Save 30-75% on Manus AI credits through intelligent model routing, smart testing, and context hygiene. Audited across 53 scenarios with zero quality loss.

★ 48 Python Updated 2mo ago Score 60 Developer Tools

pragmar/mcp-server-webcrawl C MCP Server Maintained

pragmar/mcp-server-webcrawl

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

★ 45 Python Updated 2mo ago Score 60 Search & Data Extraction

Touchpoint-Labs/touchpoint C MCP Server Maintained

Touchpoint-Labs/touchpoint

Playwright for the entire OS. Gives AI agents the ability to see, find, and interact with UI elements in any desktop application.

★ 44 Python Updated 2mo ago Score 60 Coding Agents

13bm/GhidraMCP C MCP Server Maintained

13bm/GhidraMCP

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.

★ 134 Java Updated 2mo ago Score 59 Security

KyuRish/mcp-dashboards C MCP Server Maintained

KyuRish/mcp-dashboards

45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps.

★ 43 TypeScript Updated 1mo ago Score 59 Data Visualization

Hybirdss/smartest-tv C MCP Server Maintained

Hybirdss/smartest-tv

Control any smart TV with natural language. Play Netflix, YouTube, Spotify by name with deep linking, cast URLs, scene presets, multi-room audio, and multi-TV sync. Supports LG, Samsung, Android TV, Roku. 21 MCP tools, no cloud required.

★ 40 Python Updated 2mo ago Score 59 Home Automation

sshahzaiib/agy-bridge C MCP Server Maintained

sshahzaiib/agy-bridge

Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CLI (Gemini): file analysis, repo archaeology, web lookups, and adversarial second-opinion code reviews. Quota-aware model failover with cooldowns, per-tool timeouts, and multi-turn session continuity.

★ 39 TypeScript Updated 1mo ago Score 59 Coding Agents

Cifero74/mcp-apple-music C MCP Server Maintained

Cifero74/mcp-apple-music

Full Apple Music integration: search catalog, browse personal library, manage playlists, and get personalised recommendations.- [codex-curator/studiomcphub](https://github.com/codex-curator/studiomcphub) [![studio-mcp-hub MCP server](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub/badges/score.svg)](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub) 🐍 ☁️ - 32 creative AI tools

★ 38 Python Updated 2mo ago Score 59 Art & Culture

kao273183/mk-qa-master C MCP Server Maintained

kao273183/mk-qa-master

AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Maestro from one surface; analyzes URLs (Web DOM) or live mobile screens (`maestro hierarchy`) to extract testable modules, generates runnable pytest or Maestro YAML with real selectors (not `# TODO` stubs), runs with auto-retry, then writes a prioritized `optimization-plan.md` ranked by evidence (flaky vs broken vs cover

★ 38 Python Updated 2mo ago Score 59 Developer Tools

pzalutski-pixel/javalens-mcp C MCP Server Maintained

pzalutski-pixel/javalens-mcp

56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, refactoring, find references, call hierarchy, and code metrics for AI agents.

★ 36 Java Updated 1mo ago Score 59 Developer Tools

Disentinel/grafema C MCP Server Maintained

Disentinel/grafema

Semantic code graph MCP server for AI coding agents. Indexes your codebase into a typed graph (functions/types/modules as nodes; CALLS/IMPORTS/DATAFLOW/EFFECTS as typed edges) and exposes 40+ tools for call-chain tracing, data-flow analysis, semantic search, and invariant checking — so agents navigate code structure instead of reading files line by line. `npm install -g grafema`

★ 36 Rust Updated 1mo ago Score 59 Developer Tools

TT-Wang/forge C MCP Server Maintained

TT-Wang/forge

Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, with stagnation/velocity/oscillation detection)

★ 35 JavaScript Updated 1mo ago Score 59 Coding Agents

opslevel/opslevel-mcp C MCP Server Official Maintained

opslevel/opslevel-mcp

Official MCP Server for [OpsLevel](https://www.opslevel.com)

★ 12 Go Updated 1mo ago Score 59 Developer Tools

ChristianHinge/dicom-mcp C MCP Server Maintained

ChristianHinge/dicom-mcp

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

★ 99 Python Updated 2mo ago Score 58 Databases

abrinsmead/mindpilot-mcp C MCP Server Maintained

abrinsmead/mindpilot-mcp

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

★ 90 TypeScript Updated 1mo ago Score 58 Developer Tools

hypurrquant/perp-cli C MCP Server Maintained

hypurrquant/perp-cli

Multi-DEX perpetual futures trading MCP server for Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, trade execution with dry-run safety, funding rate arbitrage scanning, portfolio analytics, and cross-exchange comparison.

★ 34 TypeScript Updated 2mo ago Score 58 Finance & Fintech

BetaBots-LLC/callimachus C MCP Server Maintained

BetaBots-LLC/callimachus

Local index and hybrid search (SQLite FTS5 + on-device vector KNN) over your AI coding-agent conversation history across 11 tools (Claude Code, Codex, Cursor, and more). Exposes `search_threads`, `search_current_project`, `recent_threads`, and `get_thread` so any agent can recall its own past work.

★ 34 Rust Updated 1mo ago Score 58 Knowledge & Memory

aywengo/kafka-schema-reg-mcp C MCP Server Maintained

aywengo/kafka-schema-reg-mcp

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.

★ 32 Python Updated 1mo ago Score 58 Data Platforms

pallaprolus/mendeley-mcp C MCP Server Maintained

pallaprolus/mendeley-mcp

MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection.

★ 32 Python Updated 1mo ago Score 58 Knowledge & Memory