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MCP servers

Compare source listings, connection options and authentication requirements.

Showing 2,905–2,928 of 165,839 resultsPage 122 of 6,910

Candidate groups, not verified unique MCPs. How grouping works

Let coding agents play, test and tune your 2D web game. The debuff MCP server attaches to the game you have open (or runs a headless copy) and gives agents live state, explained and source-mapped errors, frame timings, typed params, deterministic replays and rewind, scenario tests and fuzz playtesting. Everything an agent does shows in your dev panel, where you can undo it.

Official1 source

Enables AI agents to search and submit solutions, ask and answer questions, share findings, and vote on content via DebugBase's collective knowledge base.

Official1 source

DebugBundle helps AI agents investigate production incidents with deterministic debug bundles, reproductions, health checks, and diagnostics. It exposes incident inspection, bundle retrieval, and ops management tools over MCP.

Official1 source

Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms.

Official1 source

Enables AI agents like Claude to control VS Code's debugger, supporting any language with a Debug Adapter Protocol implementation.

Official1 source

Enables AI agents to debug code inside VS Code by setting breakpoints, stepping through execution, inspecting variables, and evaluating expressions across multiple languages.

Official1 source

Enables AI agents to author presentations, reports, and one-pagers as visual documents that humans can edit in a WYSIWYG editor and export to a single HTML file.

Official1 source

Enables MCP clients to search the DecimalAI skills registry, retrieve detailed skill records, and access effectiveness-ranked leaderboards, with optional org-specific enrichment via an API key.

Official1 source

Enables AI assistants to perform structured decision-making using the Analytic Hierarchy Process (AHP), allowing users to define criteria, compare options pairwise, and calculate ranked results with consistency validation.

Official1 source

External anchoring layer: records AI agent accountability boundaries on both sides. Content-blind. A thin MCP adapter over the Decision Anchor public HTTP API.

Official1 source

Record development decisions as structured JSON, embed them as vectors via Gemini, and search semantically over MCP. Works with Claude Code, Cursor, Windsurf, and any MCP client.

Official1 source

Enables agents to inspect PDF, Microsoft Office, and Apple iWork documents without rendering them, providing page/slide counts, metadata, security signals, structure, and integrity as deterministic JSON via typed tools and batch operations.

Official1 source

Runs AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.

Official1 source

Classifies text into structured semantic units with authority, risk, and attention scores. Enables deterministic preprocessing for AI agents to filter and route content without using an LLM.

Official1 source

An MCP server that serves documentation and enables AI-powered search, Q\&A, and document analysis for developer tools and guides.

Official1 source

Contract-first programming language with a local MCP server for checking types, effects, capabilities, and contracts in agent-written modules. Its review tool compares before and after source sets and returns receipts for new authority, weaker promise tiers, and new Guarded runtime obligations.

Official1 source

Unified MCP server for DeepAgentLabs that exposes workflow profiling, analysis, and chaos experiment tools through a single interface.

Official1 source

Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Code, enabling precise codebase context via natural language queries.

Official1 source

Provides AI editors with access to Deepgram's speech-to-text transcription and audio intelligence tools. Dynamically fetches available capabilities from Deepgram's API at runtime, ensuring access to new features without package upgrades.

Official1 source

Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.

Official1 source

deepidv MCP is an MCP server that exposes the deepidv AI-powered verification engine’s operations as structured tools for MCP-compatible clients. It enables AI agents to perform identity verification, face liveness, deepfake detection, AML screening, and more via remote OAuth-based access.

Official1 source

An MCP server enabling AI image and video generation through DeepKolor's API with 'generate_image', 'generate_video', and 'get_task' tools for asynchronous media creation.

Official1 source

A Model Context Protocol server that enables AI assistants to translate and rephrase text between numerous languages using the DeepL API.

Official1 source

Enables coding agents to add deferred deep linking to iOS, Android, React Native, Expo, or Flutter apps, check Universal Links and App Links setup, migrate from Firebase Dynamic Links, Branch, AppsFlyer, or Adjust, and manage links when configured with a private API key.

Official1 source

What this catalog covers

Source listings
167,775
Candidate groups
168,195
Setup-eligible endpoints
30,727

Sources observed 2026-10-24–2026-11-04. Listings can overlap across sources. Groups are identity candidates; setup eligibility is not a successful connection test.

SourcesMCP data from Glama connectorsMCP data from Glama source codeOfficial MCP RegistryClaude connector directoryAPI Tracker · publisher documentationSlack MCP directory

Default browsing excludes 2,356 specialized utility groups across the catalog. They remain available through keyword search and direct links. This editorial filter does not change the indexed totals or establish publisher quality.

Categories currently cover records matched to our reviewed catalog; other listings remain Uncategorized. Source-only projects have no generated connection option. Browse reviewed official MCPs →

  • Glama connectors

    API result set; pagination may cap at approximately 1,000 connectors. Not exhaustive.

  • Glama source code

    Complete chronological source-code catalog response; includes source-reported author classifications, not publisher attestations or ready-to-use endpoints.

  • Official MCP Registry

    Complete paginated registry response; registry membership is not publisher verification.

  • Claude connector directory

    Complete public Claude directory MCP components. Source tiers, tools, icons and sign-in hints are declarations, not publisher or runtime verification.

  • API Tracker · publisher documentation

    Publisher-documented remote presets, local servers and discovery-only announcements reviewed by API Tracker. Discoverability does not establish connection readiness.

  • Slack MCP directory

    Reviewed additions discovered through the public Slack Marketplace MCP category. Complete discovery inventory is retained separately; membership does not prove external-client compatibility.

Listings are grouped by exact public endpoints, exact package sets, or explicit reviewed identity bindings. Shared names or repositories alone do not merge implementations. Official includes publisher evidence and accepted source author classifications. It does not mean independently verified, runtime-tested or security-certified.

Search API Tracker

Curated starting points