发现优秀的 MCP 服务器

imagegrain MCP

Enables applying deterministic film grain and analog adjustments to photos locally via natural language, with no uploads.

razorpay-mcp-guard

Enforces spend policies on Razorpay MCP tool calls by applying per-agent spend caps, category allowlists, and approval thresholds, with a tamper-evident audit ledger.

YAPS MCP Server

Enables LLMs to query tokenized attention scores and credibility metrics for X/Twitter accounts through Kaito's YAPS API, with support for comparing influencers and accessing daily leaderboards of top crypto influencers.

telegram-notifier-mcp

Enables sending Telegram notifications from an MCP client using a bot token and chat ID, with a single tool to send messages.

rocketmatter-mcp

Enables interaction with Rocketmatter legal practice management via natural language, covering matters, clients, tasks, time, invoices, calendar, documents, and trust accounting.

bitbucket-mcp

An MCP server for reviewing Bitbucket Cloud pull requests, allowing clients to read PRs, tickets, and comments and leave review comments without leaving the editor.

Google Workspace MCP Server

提供对 Google Workspace API 的身份验证访问，重点是 Gmail 操作和计划中的日历支持，具有安全的 OAuth 身份验证和多帐户管理以及详细的错误处理。

SerpApi MCP Server

Enables searching across multiple search engines (Google, Bing, YouTube, DuckDuckGo, etc.) and retrieving parsed search results via SerpApi integration.

hypertxt-mcp

Provides MCP-compatible agents with a deliberately scoped content-operations toolset for managing Hypertxt projects, articles, and Google Search Console data.

local-forge

Enables AI coding agents to route tasks to local GPU models via a dynamic heuristic classifier, tracking real-time token dollar savings.

solitaire-ai

Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

FS-MCP Server

A Model Context Protocol server that provides intelligent file reading and semantic search capabilities across multiple document formats with security-first access controls.

localrag

Provides a search_docs tool for MCP clients to perform local semantic search over indexed files using embeddings, enabling grounded answers from personal notes.

AGI MCP Server

A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.

Documentation Search MCP Server

A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.

nexus-mcp

Provides MCP tools for prompt injection detection and content sanitization, safeguarding LLM pipelines. Also enables Japanese PII scanning and masking for secure data handling.

Tether MCP Server

Enables AI agents to securely access Apple Health data (sleep, heart rate, menstrual cycle, etc.) via end-to-end encrypted local decryption from the Tether iOS app.

onit-office

MCP server for creating and editing PowerPoint, Excel, and Word documents. Runs as an SSE server and provides 18 tools for document manipulation.

xhs_searchMcp

An MCP server that searches Xiaohongshu (Little Red Book) for top-liked image-text notes, extracting structured data such as title, content, author, links, and images. It can be used as an MCP tool or CLI for AI workflows.

Warden

A governed MCP server enforcing RBAC outside the model, with OpenTelemetry traces on every run and an LLM-as-judge eval suite proving the agent stays inside policy.

Whatify MCP Server

Exposes Whatify's WhatsApp API as tools for MCP-compatible AI clients, enabling sending messages, templates, and flows, and reading contacts, conversations, campaigns, and wallet balance.

uniswap-price-mcp

uniswap-price-mcp

Memo MCP Server

A filesystem-backed MCP server with REST API for AI tool integration and project workflow tracking. Zero database required.

Antarestar Live MCP Server

A read-only MCP server that gives Hermes (AI agent) access to Antarestar Live Dashboard data from Google Sheets. It provides tools to list stores and hosts, and query performance metrics like GMV, orders, CVR, and AOV.

agentcentral

agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log

preflight-mcp

TrustPilot for APIs, built for AI agents. Independent reliability ratings for APIs and MCP servers — look up trust scores, compare providers side by side, and leave reviews from real agent traffic.

markdown-for-agents-mcp

MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.

Docker Container Manager MCP Server

An MCP server that gives any LLM client the ability to list, inspect, start, stop, and monitor Docker containers on the host machine.

Logica Context

An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.