🤖 AI / 模型类 MCP server

模型调用与 AI 能力扩展接入各类模型服务、向量数据库、AI 工具的 MCP server。

数据来源:官方 registry · GitHub API · npm · 更新于 2026-09-05

本类共 209 个 server,其中 10 个已半年无更新或弃坑(已折叠到底部)。

排序:

主题由受控词表自动标注;低置信度条目会进入人工复核队列。

显示 48/209 个

io.github.modelscope/funasr-mcp

FunASR

92
设计与媒体
活跃19.9k1 天前更新

com.mock-server/mockserver

Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependenc

89
活跃4.9k今天更新

@upstash/context7-mcp

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

85
活跃61k1 天前更新

io.github.droidrun/mobilerun

Control real Android and iOS devices with LLM agents — tap, swipe, type, automat

83
活跃9.1k5 天前更新

io.github.HUANGCHIHHUNGLeo/claude-real-video

Let any LLM watch a video locally — and search everything it has ever watched.

83
设计与媒体
活跃2k1 天前更新

io.github.iwe-org/iwe

IWE

82
活跃1.5k1 天前更新

io.github.dcostenco/prism-coder

Session memory for coding agents: local-first recall, drift detection, on-device

80
活跃155今天更新

io.github.fkiene/llmtrim

llmtrim

78
活跃213今天更新

io.github.SepineTam/stata-mcp

Let LLM help you achieve your regression analysis with Stata

77
活跃2442 天前更新

io.github.vndee/llm-sandbox

LLM Sandbox

76
活跃1.1k2 天前更新

io.github.RamaAditya49/titen-memory

Titen Memory

75
活跃11今天更新

io.github.letoribo/mcp-graphql-enhanced

GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas w

75
活跃23 天前更新

sentry-mcp

An MCP server for interacting with Sentry via LLMs.

74
活跃8211 天前更新

io.github.houtini-ai/lm

Connect Claude to any OpenAI-compatible LLM endpoint and offload routine work to

74
活跃1094 天前更新

io.github.get-tmonier/argot

argot

74
活跃594 天前更新

io.github.mascari4615/karmolab-mcp

KarmoLab

74
活跃1今天更新

firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs

73
活跃7.3k2 天前更新

io.github.ghost-in-the-droid/android-agent

Ghost in the Droid

73
自动化与生产力
活跃3114 天前更新

io.github.nirholas/ibm-watsonx

IBM watsonx.ai Granite

73
活跃98今天更新

io.github.nirholas/ibm-x402-mcp

IBM Granite via x402

72
活跃97今天更新

io.github.longsizhuo/openinvest

openInvest

72
金融与市场数据
活跃7720 天前更新

io.github.nirholas/alibaba-cloud

Alibaba Cloud DashScope — Qwen

71
活跃97今天更新

io.github.nirholas/brain-mcp

three.ws Brain

71
活跃97今天更新

io.github.LuiggiVal08/toon-memory

Toon Memory

71
活跃1110 天前更新

blender-mcp

Community plugin to control Blender 3D with any LLM of your choice

70
设计与媒体
活跃26.1k3 天前更新

ida-pro-mcp

AI-powered reverse engineering assistant that bridges IDA Pro with language mode

70
活跃11.4k2 天前更新

io.github.frankchu91/mindbase

LLM-maintained personal wiki: cross-references sources, flags contradictions. Lo

70
活跃86今天更新

com.sema-lang/sema

Sema

70
活跃323 天前更新

ai.smithery/kirbah-mcp-youtube

Provide token-optimized, structured YouTube data to enhance your LLM application

70
设计与媒体
活跃282 天前更新

io.github.Lykhoyda/ask-codex

Bridge Claude with OpenAI Codex CLI for AI-to-AI collaboration, code review, and

70
活跃121 天前更新

io.github.DanceNitra/inspeximus

inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audi

70
活跃5今天更新

io.github.DanceNitra/mnemo

Self-correcting agent memory + MCP server: recall, supersede/revert/review corre

70
活跃5今天更新

io.github.AndrewAvery7/promptspend

PromptSpend

70
活跃今天更新

io.github.Wuesteon/lean-memory

lean-memory

69
活跃476 天前更新

io.github.uarlouski/testrail-mcp-server

Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to mana

69
活跃291 天前更新

io.github.Arakiss/nahuali

Nahuali

69
活跃312 天前更新

io.github.BourbonDog/amicus

Amicus

69
活跃21 天前更新

io.github.phatngoit/mcp-db-connect

MCP DB Connect

69
活跃16 天前更新

io.github.sitbon/magg

Magg

68
活跃14213 天前更新

io.github.theoddden/terradev

Terradev

68
活跃232 天前更新

io.github.Lykhoyda/ask-llm

Unified MCP server — auto-detects Gemini, Codex, Claude, Ollama, and Antigravity

68
活跃121 天前更新

io.github.Lykhoyda/ask-ollama

Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API

68
活跃121 天前更新

io.github.Lykhoyda/ask-claude

Bridge Codex and other MCP clients with Anthropic Claude Code CLI for read-only

68
活跃121 天前更新

ai.imboard/dossier

MCP server for dossier automation standard - enables LLMs to discover, verify, a

68
自动化与生产力
活跃79 天前更新

io.github.ebeirne/lians

Lians Agent Memory

68
活跃6今天更新

app.sentinelx/sentinelx

SentinelX MCP

68
活跃51 天前更新

io.github.srbsa/diffgate

Deterministic guardrail your coding agent runs on itself: diff-scoped findings,

68
活跃414 天前更新

io.github.donggyun112/keymem

Associative key-graph memory for LLM agents — recall by association, not vector

68
活跃3今天更新

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