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Searchable catalog of Model Context Protocol servers. Find tools that connect your AI assistant to the services and data you use.

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MCP server directory

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  • TrendingMost starsRecently updatedRecently added
    J

    Code Execution

    jawdat6/fixgraph-mcp

    Search and contribute to a community-verified knowledge base of 25,000+ engineering issues and fixes. Find step-by-step solutions with trust scores, submit new issues, and verify fixes work in your environment.

    02mo ago
    official
    J

    Code Execution

    jetbrains/mcpProxy

    Connect to JetBrains IDE

    02mo ago
    J

    Code Execution

    jaspertvdm/mcp-server-tibet

    TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance.

    02mo ago
    J

    Code Execution

    joshuarileydev/simulator-mcp-server

    An MCP server to control iOS Simulators

    02mo ago
    J

    Code Execution

    Jpisnice/shadcn-ui-mcp-server

    MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

    02mo ago
    official
    J

    Code Execution

    Jungle-Grid/mcp-server

    MCP server for Jungle Grid, an agentic GPU execution layer that lets AI agents estimate, submit, monitor, and fetch logs for inference, training, fine-tuning, and batch workloads.

    02mo ago
    K

    Code Execution

    kadykov/mcp-openapi-schema-explorer

    Token-efficient access to OpenAPI/Swagger specs via MCP Resources.

    02mo ago
    K

    Code Execution

    Kapeli/dash-mcp-server

    MCP server for [Dash](https://kapeli.com/dash), the macOS API documentation browser. Instant search over 200+ documentation sets.

    02mo ago
    K

    Code Execution

    kenneives/design-token-bridge-mcp

    Translates design tokens between platforms — extract from Tailwind, CSS, Figma, or W3C DTCG, then generate Material 3 (Kotlin), SwiftUI, Tailwind config, and CSS Variables with WCAG contrast validation.

    02mo ago
    K

    Code Execution

    kerbelp/metatron

    Self-hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git history and developer feedback, serving them to coding agents to ensure local project standards are followed.

    02mo ago
    K

    Code Execution

    kevinswint/xcode-studio-mcp

    Unified MCP server for iOS development — build, run, screenshot, and interact with iOS Simulator.

    02mo ago
    K

    Code Execution

    kindly-software/kdb

    AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available.

    02mo ago
    L

    Code Execution

    lamemind/mcp-server-multiverse

    A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.

    02mo ago
    K

    Code Execution

    kimwwk/repocrunch

    MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON output.

    02mo ago
    L

    Code Execution

    linuxsuren/atest-mcp-server

    An MCP server to manage test suites and cases, which is an alternative to Postman.

    02mo ago
    L

    Code Execution

    linw1995/nvim-mcp

    A MCP server to interact with Neovim

    02mo ago
    J

    Code Execution

    jarvisassistantux/loopsense

    MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling.

    02mo ago
    L

    Code Execution

    lorenzo-cambiaghi/LynxMCP

    100% local semantic code search for AI agents: AST-aware chunking (tree-sitter), hybrid BM25+dense retrieval, and a code knowledge graph (callers, inheritance, imports) over codebases, docs sites, and PDFs. Install via `pipx install lynx-mcp`.

    02mo ago
    L

    Code Execution

    louis030195/gptzero-mcp

    AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns.

    02mo ago
    G

    File Systems

    GuruPDF/gurupdf-mcp

    Convert, compress, merge, split, and OCR PDFs, plus convert between 100+ file formats (Word, Excel, PowerPoint, images, ebooks, video) from any AI agent. Backed by the GuruPDF API; free tier with daily credits, zero-config via `npx gurupdf-mcp`.

    02mo ago
    C

    Search & Data Extraction

    chasesaurabh/mcp-page-capture

    MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.

    02mo ago
    M

    Code Execution

    madhan-g-p/DevDocs-MCP

    DevDocs-MCP is a MCP server that provides version-pinned, deterministic documentation sourced from [DevDocs.io](https://devdocs.io) in offline mode

    02mo ago
    P

    Code Execution

    paulburgess1357/nvim-mcp

    MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys, query LSP diagnostics, and annotate code with highlights. No plugin required.

    02mo ago
    M

    Code Execution

    MarcelRoozekrans/memorylens-mcp

    On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions.

    02mo ago
    M

    Code Execution

    mattjegan/swarmia-mcp

    Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.

    02mo ago
    M

    Code Execution

    meanands/npm-package-docs-mcp

    MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository or the README.

    02mo ago
    M

    Code Execution

    microservices-sh/mcp

    MCP server for microservices.sh: inspect verified Cloudflare-native modules/templates, generate app plans/projects, run checks, and trigger confirmation-gated preview deploys. Install via `npx -y @microservices-sh/mcp`.

    02mo ago
    M

    Code Execution

    MerabyLabs/promptarchitect-mcp

    Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.

    02mo ago
    official
    A

    Code Execution

    AppHandoff MCP Server

    The coordination layer for teams running multiple coding agents. One shared plan, typed context, and deployment truth—from plan to production. 1. Plan approved The plan and acceptance criteria are approved. 9:14 AM Active 2. Claude Code building Claude Code picks up the ticket and opens a draft PR. 9:21 AM Queued 3. Cursor review Cursor reviews the PR and requests changes. 9:37 AM Queued 4. Changes addressed Updates are pushed and review is requested again. 9:52 AM Queued 5. PR merged The approved pull request merges into main. 10:03 AM Queued 6. Deployed to production Production deployment completes and is visible. 10:08 AM Queued

    3 tools · Create a shared ticket, Record review decisions

    02mo ago
    official
    A

    Finance & Fintech

    alchemy/alchemy-mcp-server

    Allow AI agents to interact with Alchemy's blockchain APIs.

    02mo ago
    official
    official
    T

    Other Tools and Integrations

    TwelveLabs

    The TwelveLabs MCP Server provides seamless integration with the TwelveLabs platform. This server enables AI assistants and applications to interact with TwelveLabs powerful video analysis capabilities through a standardized MCP interface.

    02mo ago
    official
    S

    Finance & Fintech

    Savvly/savvly-mcp

    Savvly Longevity Benefit Fund: retirement projections (lump-sum, monthly, and full trajectory), product comparisons, eligibility checks, and FAQ search. An SEC-registered fund offering market upside plus longevity protection. Remote at api.savvly.com/mcp or `npx @savvly/mcp-server`.

    02mo ago
    J

    Code Execution

    j4c0bs/mcp-server-sql-analyzer

    MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

    02mo ago
    I

    Code Execution

    izzzzzi/codewiki-mcp

    MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and ask questions about any open-source repository.

    02mo ago
    I

    Code Execution

    IvanAmador/vercel-ai-docs-mcp

    A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

    02mo ago

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    Databases

    modelcontextprotocol/server-postgres

    PostgreSQL database integration with schema inspection and query capabilities

    3 tools · describe_table, list_tables

    02mo ago