Enables deterministic dependency reasoning over declared graphs, allowing users and AI agents to validate acyclicity, resolve targets, identify runnable parallel layers, assess impact, and explain blockers.
MCP servers
Compare source listings, connection options and authentication requirements.
Showing 4,057–4,080 of 165,839 resultsPage 170 of 6,910
Candidate groups, not verified unique MCPs. How grouping works
Offline geocoding and reverse geocoding for AI agents, with no API key: list countries, download a country file once (checked against a signed release), then geocode addresses and coordinates on the machine. Covers Brazil, France, Germany (without Bavaria), Italy, the Netherlands, Serbia and Spain; run with uvx gridpin-mcp.
Audits spacing, gaps, and element sizes in AI-generated UIs and returns fix hints the agent applies. Tailwind-first, with accessibility fallback.
Scans project dependencies for license compliance, classifying 60+ licenses and detecting conflicts and copyleft risks.
MCP server that audits websites for GDPR, CCPA, and ePrivacy compliance.
Enables AI agents to interact with the Griffin API for banking operations like opening accounts, creating payments, and managing legal persons.
Provides a non-custodial USDC wallet on Base for AI agents, with human-in-the-loop approval for every payment.
MCP server for attaching weapons and props to rigged characters via the GripForge API, supporting multiple styles and output formats for game engines.
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, receive SMS verification codes, and manage activations directly from AI assistants like Cursor, Claude Desktop, and OpenClaw.
Enables interaction with Groq models, including compound models, through tools for asking questions with real-time information and code execution.
A version-aware Kubernetes documentation assistant that connects LLMs to trusted, real-time Kubernetes docs to reduce hallucinations and ensure accurate, version-specific responses.
Provides custom tools to the Gemini model for spatially grounding responses using Google Maps Platform APIs (Places, Routes, Elevation).
GroundLens verifies what an AI system says and does, and seals the result as a signed, offline-verifiable evidence record. This MCP server exposes three tools any agent or client can call: verify_answer (check an answer against its sources under a policy), verify_run (gate an execution trace as ALLOW, REVIEW or DENY), and verify_records (verify a log of evidence records).
Enables hallucination detection for AI assistants by providing tools to assess whether responses are grounded in source material or follow grounded patterns.
Enables natural language interaction with Groundlight to create and manage computer vision detectors, submit image queries, and set up alerts.
Send transactional email and manage sending domains, templates, webhooks and suppressions with Groundmail. Runs locally over stdio or HTTP with an API key; a hosted OAuth server is also available.
Converts documents (PDF, DOCX, XLSX, EPUB, etc.) to clean, structured Markdown, and retrieves document info, for use with AI agents.
MCP server that exposes GroupDocs.Annotation as AI-callable tools for Claude, Cursor, GitHub Copilot, and other MCP agents.
Enables AI agents to compare documents, analyze changes, and retrieve document info using GroupDocs.Comparison. Supports various formats and includes licensing for production use.
Exposes GroupDocs.Metadata as AI-callable tools for reading, searching, writing, and removing metadata in documents.
MCP server that exposes GroupDocs.Parser as AI-callable tools for extracting text, images, metadata, tables, barcodes, and document info from 50+ document and image formats.
MCP server that enables AI agents to redact text, metadata, annotations, and image areas in documents using GroupDocs.Redaction, with support for various document formats and easy integration with Claude, Cursor, and GitHub Copilot.
MCP server that exposes GroupDocs.Signature as AI-callable tools for signing, verifying, and searching signatures in documents, enabling natural language interaction with document signature operations.
Enables AI agents to render document pages as images and retrieve document info (file type, page count) via tools like RenderPage and GetViewInfo.
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.