Enables MCP-connected agent sessions across different providers and machines to collaborate in shared rooms, joining via relayable codes to preview and exchange briefs, messages, artifacts, action requests, and a shared read-only working surface. Also serves A2A-speaking agents through a public-room endpoint.
MCP servers
Compare source listings, connection options and authentication requirements.
Showing 2,089–2,112 of 165,839 resultsPage 88 of 6,910
Candidate groups, not verified unique MCPs. How grouping works
Benchling is the leading R&D platform built for AI-first science. This connector brings Benchling's best-in-class scientific AI directly into Claude, giving scientists, informaticians, and R&D leaders access to purpose-built research intelligence without leaving their workflow. Ask complex questions about your research and get back structured, traceable answers drawn from your Benchling data, with the domain depth that general AI tools can't match. To use, AI Chat must be enabled in your Benchling account.
Enables local workshop journaling with MCP tools for tracking project steps, parts, and interruption recovery via a persistent state and command simulator.
An open-source MCP gateway for AI operators, connecting any LLM to a hot-reloadable connector registry with production-grade approval gates and a built-in control plane for session management.
Enables agents to ask plain-language questions of signed Benthic Data Provenance datasets through discovery, bounded single-relation queries, multi-relation joins restricted to signed join paths, and allowlisted spatial RPCs, while serving a prose playbook and measuring whether its lessons actually improve answers.
A unified MCP server that provides OAuth-enabled integrations for multiple services through a single deployment. Currently supports Slack with 47 tools, with plans to expand to Gmail, Google Calendar, Notion, and 100+ other integrations.
Database management — connect, query, describe schemas, run migrations, and monitor active queries across PostgreSQL, MySQL, and SQLite.
Enables to calculate property prices and check availability via BeTrusty API, supporting MCP-compatible clients like Claude Desktop and Cursor.
MCP server for the bexio API, enabling interaction with contacts, sales, accounting, projects, and more through 35 tools. Supports both PAT and OAuth authentication with read-only mode and tool group filtering.
A local stdio MCP server that enables researchers to practice explaining their work outside a conference setting through a guided, one-question-at-a-time interview about their research, its audience, its consequences, and a concrete next step. It stores the saved answers in a local SQLite draft and returns an approximate rubric-based grade, without calling any model or requiring an API key.
Enables AI assistants to query global BGP routing intelligence, including network investigation, origin history, reachability, and health checks, with 15 tools plus resources and prompts for incident triage and reporting.
A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.
Enables MCP clients to create and list error-tracking projects and investigate grouped exception issues using captured OTLP error data. It provides admin-token-secured tools for project setup and issue investigation.
Open-source MCP and LLM gateway that aggregates MCP tools behind a unified endpoint with governance, observability, and explicit execution controls.
Multi-database management tool and MCP server supporting MySQL, PostgreSQL, SQLite, and Dameng DM8, enabling AI assistants to query and manage databases via stdio or HTTP.
Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.
The Zoho Bigin connector enables users to manage their sales pipeline and customer relationships directly through AI. It can help with: Managing contacts, companies, deals, and pipelines Creating, updating, and retrieving customer records Tracking deal stages and sales activities Managing tasks, notes, and follow-ups Searching and retrieving customer information Updating sales records and keeping pipeline data current Supporting day-to-day sales and CRM workflows through natural language
A temporary placeholder MCP server that reserves the @bikefuchs namespace and exposes an informational tool about the upcoming Bikefuchs production server for bike price comparison.
Provides persistent memory for AI coding agents via MCP, enabling teams to share and recall facts across sessions. Automatically captures, classifies, and curates knowledge from supported transcript sources.
Enables MCP clients such as Claude and Cursor to manage customers, create and update draft invoices, list or download invoices as PDF and XML e-invoices, and record and list payments in a BillingEngine account. It runs locally with your API key and never deletes data.
This is an MCP server for the BillingServ API. Once it's set up, your AI assistant can look up customers, invoices, orders, packages, and reports straight from your BillingServ installation
Connects AI assistants to BillionVerify email verification via the Model Context Protocol, supporting single and batch email verification, account balance checks, and webhook management.
A Node.js server implementing Model Context Protocol (MCP) that enables natural language interaction with Binalyze AIR's digital forensics and incident response capabilities.
Provides MCP tools that calculate UAE Corporate Tax liability, classify EU AI Act risk and obligations, and compute CBAM certificate costs across the phase-in, with each figure traced to its governing article.
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.