发现优秀的 MCP 服务器

Custom PDF MCP Server

A server designed for processing PDF documents, enabling text extraction, table data retrieval, and metadata collection from local files. It allows users to scan directories for PDFs and read specific pages, specifically optimized for thesis literature analysis.

UseKeen Documentation MCP Server

Enables AI assistants to search for documentation of packages and services, providing implementation details, examples, and specifications through a specialized API.

codex-tldraw

A Codex stdio MCP server that generates simple tldraw product workflow diagrams as .tldr files.

jazzcash-mcp

MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet payments, mobile account payments, vouchers, refunds, and balance inquiries.

Bumblebee Endpoint Receipt

Paid remote MCP for scanning developer endpoints, providing tools for exposure scanning, package hit explanation, receipt issuance, and scan history.

kci-openapi-mcp

Enables searching and harvesting Korean Citation Index literature, citation indices, and references via REST API and OAI-PMH.

pipelock

Security proxy that wraps any MCP server with bidirectional scanning for credential leaks, prompt injection, and tool description poisoning. Also provides an HTTP fetch proxy with a 9-layer scanner pipeline for capability-separated agent deployments.

SassyMCP

SassyMCP is a comprehensive MCP server that replaces 75+ individual servers with one 34MB executable. It provides 274 tools for file operations, shell, desktop automation, GitHub/Git, Android interaction, network/security auditing, SSH, OCR, and Windows system management.

Uptrace MCP Server

An MCP server for the Uptrace observability platform that enables querying traces, spans, logs, and metrics through natural language. It provides tools for error analysis, service discovery, and trace visualization within MCP-compatible clients.

GDAL MCP

An MCP server providing geospatial analysis tools for raster and vector data, integrated with a reflection system that requires AI agents to justify their methodological decisions. It enables accurate mapping and spatial operations by ensuring reasoned choices for coordinate systems, resampling, and data transformations.

databricks_ops_mcp

A governed MCP server exposing Databricks operations as tools for jobs orchestration, SQL execution, notebook creation, Unity Catalog governance, lineage, clusters, and DLT pipelines, with safety features like dry-run and audit logging.

ZIM MCP Server

Enables large language models to directly access and search content in ZIM files, allowing offline question answering and information retrieval from resources like Wikipedia.

Insurance Claims MCP RAG Agent

Provides retrieval-augmented generation for insurance claims, enabling search, clause retrieval, and governed tool-calling over policy documents using local LLM (Ollama).

mousecat

An MCP server for AI coding hosts that provides structured operator interaction, workflow chains, live multi-agent visualization, and routed access to an AI tool ecosystem.

MinerU MCP Server

MCP server for document processing using MinerU APIs, supporting automatic splitting and merging of large files and providing six tools for document processing, task management, and token handling.

mcp-law-server

MCP server for retrieving and verifying audit regulations, clauses, and audit items using vector and relational databases.

Agenthook

Agenthook lets AI agents make character-consistent UGC videos, images, and captions from any MCP client. Create a reusable AI influencer once, then ask for that same face by name in every video and image run.

recallfox-media

A local MCP server that securely uploads explicitly selected local images to RecallFox, keeping image bytes and OAuth tokens out of model context.

cdli-mcp

楔形文字数字图书馆倡议 MCP 服务器 (Xiē xíng wénzì shùzì túshū guǎn chàngyì MCP fúwùqì)

memobot-mcp

Unofficial MCP server for Memobot, enabling access to user profile, recordings, transcripts, summaries, and account usage through reverse-engineered API endpoints.

ghl-mcp

MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, marketing, and operations workflows, enabling natural language interaction with contacts, opportunities, conversations, and more.

MemoryMCP

A persistent memory MCP server specialized for Japanese, featuring hybrid search, Ebbinghaus forgetting curve, entity knowledge graphs, and a web dashboard for memory visualization.

js-reverse-mcp

Chrome browser JS reverse engineering MCP tool for CTF/Web security, enabling dynamic analysis and restoration of login encryption logic.

io.github.p-w-4-z/inbox-mcp

Provider-agnostic email MCP server that connects any IMAP mailbox to AI assistants, enabling email management through natural language.

PMCP

A single MCP server gateway that reduces context bloat by providing progressive tool discovery and invocation, dynamically provisioning downstream servers on demand.

Pluts MCP

An OAuth-protected MCP server for Pluts on Cloudflare Workers that provides secure access to ledger data using short keys and Cloudflare Access authentication.

swarm-mcp-server

An MCP server that lets multiple AI coding agents coordinate as a swarm, with agent registration, task queues, messaging, a shared knowledge base, and fleet-wide machine capacity tracking.

gq-insight-mcp

Enables semantic search and grounded answering over customer-research interviews, with every answer traceable to source quotes.

gander

Enables AI agents to fetch and extract clean, readable content from web pages, and search within pages for specific queries, without needing a full browser.