{"ok":true,"source":"tensorfeed.ai","lastUpdated":"2026-10-26","count":36,"servers":[{"id":"filesystem","name":"Filesystem","vendor":"MCP project (AAIF)","capabilities":["filesystem"],"transports":["stdio"],"firstParty":true,"language":"typescript","license":"Apache-2.0 / MIT","install":"npx -y @modelcontextprotocol/server-filesystem /path/to/dir","url":"https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem","notes":"Read/write/list files in a sandboxed directory. One of the seven reference servers still maintained in modelcontextprotocol/servers (the project moved to the Linux Foundation Agentic AI Foundation in December 2025). Default for any agent that needs local file access."},{"id":"fetch","name":"Fetch","vendor":"MCP project (AAIF)","capabilities":["web-fetch"],"transports":["stdio"],"firstParty":true,"language":"python","license":"Apache-2.0 / MIT","install":"pip install mcp-server-fetch","url":"https://github.com/modelcontextprotocol/servers/tree/main/src/fetch","notes":"Convert URLs to markdown for LLM consumption. Lightweight web reader; pair with Brave or Tavily for search."},{"id":"memory","name":"Memory","vendor":"MCP project (AAIF)","capabilities":["memory"],"transports":["stdio"],"firstParty":true,"language":"typescript","license":"Apache-2.0 / MIT","install":"npx -y @modelcontextprotocol/server-memory","url":"https://github.com/modelcontextprotocol/servers/tree/main/src/memory","notes":"Knowledge graph persisted across sessions. The reference long-term-memory implementation; many agents fork this as their starting point."},{"id":"sequential-thinking","name":"Sequential Thinking","vendor":"MCP project (AAIF)","capabilities":["memory"],"transports":["stdio"],"firstParty":true,"language":"typescript","license":"Apache-2.0 / MIT","install":"npx -y @modelcontextprotocol/server-sequential-thinking","url":"https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking","notes":"Structured chain-of-thought tool. Surprisingly useful as a poke for models that under-plan."},{"id":"brave-search","name":"Brave Search","vendor":"Brave","capabilities":["web-search"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y @brave/brave-search-mcp-server","url":"https://github.com/brave/brave-search-mcp-server","notes":"Brave's official server (the old reference package @modelcontextprotocol/server-brave-search is deprecated). Web, local, image, video, and news search plus summarization via the Brave Search API. Defaults to stdio; HTTP mode is opt-in. Needs a BRAVE_API_KEY."},{"id":"tavily","name":"Tavily","vendor":"Tavily","capabilities":["web-search"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y tavily-mcp","url":"https://github.com/tavily-ai/tavily-mcp","notes":"AI-optimized web search with structured snippets and full-page extraction. Also hosted at https://mcp.tavily.com/mcp with an API key in the URL or header, or an OAuth flow. Standard search MCP for research agents."},{"id":"exa","name":"Exa","vendor":"Exa Labs","capabilities":["web-search"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y exa-mcp-server","url":"https://github.com/exa-labs/exa-mcp-server","notes":"Embedding-based search. Better than keyword for \"find me content like X\" queries. Hosted endpoint https://mcp.exa.ai/mcp works anonymously with rate limits; OAuth or an API key raises limits."},{"id":"firecrawl","name":"Firecrawl","vendor":"Firecrawl","capabilities":["web-fetch","web-search","browser"],"transports":["stdio","http","sse"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y firecrawl-mcp","url":"https://github.com/firecrawl/firecrawl-mcp-server","notes":"Scrape, crawl, map, and search the web, parse documents, and drive page interactions; the default profile exposes 27 tools. Needs a FIRECRAWL_API_KEY for the local server, which runs over stdio unless you set HTTP_STREAMABLE_SERVER. Hosted at https://mcp.firecrawl.dev/v2/mcp, where a keyless free tier exposes only scrape, search, and parse."},{"id":"playwright","name":"Playwright MCP","vendor":"Microsoft","capabilities":["browser","puppeteer"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"Apache-2.0","install":"npx -y @playwright/mcp","url":"https://github.com/microsoft/playwright-mcp","notes":"Microsoft's official Playwright MCP. Accessibility-tree based, not screenshot. Faster and more reliable than vision-based browser agents. Runs over stdio by default, or as a local HTTP server when given a port."},{"id":"chrome-devtools","name":"Chrome DevTools MCP","vendor":"Google (Chrome DevTools)","capabilities":["browser","puppeteer"],"transports":["stdio"],"firstParty":true,"language":"typescript","license":"Apache-2.0","install":"npx -y chrome-devtools-mcp@latest","url":"https://github.com/ChromeDevTools/chrome-devtools-mcp","notes":"Official Chrome DevTools server built on Puppeteer. Drives a live Chrome instance with DevTools-grade inspection (console, network, performance traces). Replaces the reference Puppeteer server, which was archived to modelcontextprotocol/servers-archived and whose npm package is deprecated."},{"id":"browser-use-mcp","name":"Browser Use MCP","vendor":"Browser Use","capabilities":["browser"],"transports":["stdio"],"firstParty":true,"language":"python","license":"MIT","install":"pip install \"browser-use[cli]\"","url":"https://docs.browser-use.com/open-source/customize/integrations/mcp-server","notes":"The MCP server now ships inside the browser-use library (the standalone browser-use-mcp repo is gone); the docs start it through the browser-use CLI in MCP mode, which needs the [cli] extra, and run it with uvx rather than a global install. Direct browser control tools plus an autonomous agent fallback. Stdio only. Needs your own LLM API key; Browser Use also offers a hosted cloud MCP."},{"id":"github","name":"GitHub","vendor":"GitHub","capabilities":["github"],"transports":["stdio","http"],"firstParty":true,"language":"go","license":"MIT","install":"https://api.githubcopilot.com/mcp/","url":"https://github.com/github/github-mcp-server","notes":"GitHub's official MCP. Issues, PRs, files, search, actions, projects. The hosted remote server (GA since September 2025) takes OAuth or a PAT; the local build runs from the public Docker image ghcr.io/github/github-mcp-server."},{"id":"gitlab","name":"GitLab MCP server","vendor":"GitLab","capabilities":["gitlab"],"transports":["http"],"firstParty":true,"language":"hosted","license":"MIT (CE) / GitLab EE","install":"https://gitlab.com/api/v4/mcp","url":"https://docs.gitlab.com/user/model_context_protocol/mcp_server/","notes":"Built into GitLab on GitLab.com, Self-Managed, and Dedicated; point at /api/v4/mcp on your instance. Generally available since GitLab 19.5 and on the Free tier since 19.2, so GitLab Duo is no longer required (only the duo_agent_platform toolset needs it). Auth is an OAuth token with the mcp scope (dynamic client registration supported) or a fine-grained personal access token; legacy access tokens are rejected. Toolsets cover core, merge requests, work items, repository, CI, and opt-in wikis, code security, and orbit. Replaces the archived reference GitLab server."},{"id":"slack","name":"Slack MCP server","vendor":"Slack","capabilities":["slack"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://mcp.slack.com/mcp","url":"https://docs.slack.dev/ai/slack-mcp-server/","notes":"Slack's official hosted server: search messages, files, users, and channels; read threads; send and draft messages; canvases and lists. Streamable HTTP only, confidential OAuth backed by a registered Slack app (directory-published or internal apps only), no dynamic client registration. Replaces the archived reference Slack server."},{"id":"gmail","name":"Gmail MCP (Google Workspace)","vendor":"Google","capabilities":["gmail"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://gmailmcp.googleapis.com/mcp/v1","url":"https://developers.google.com/workspace/guides/configure-mcp-servers","notes":"Google's remote Gmail server: profile access, search, drafting, and read/write. Part of the Workspace MCP servers in public developer preview (rollout began May 1, 2026). Enable gmailmcp.googleapis.com in a Google Cloud project and connect with your own OAuth client. Replaces the archived community GongRzhe server."},{"id":"notion","name":"Notion MCP","vendor":"Notion","capabilities":["notion"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://mcp.notion.com/mcp","url":"https://developers.notion.com/guides/mcp/overview","notes":"Notion's hosted server with OAuth. Search Notion and connected sources, read/create/update pages and databases. Notion says the open-source makenotion/notion-mcp-server package is no longer actively maintained; use it only for bearer-token automation or self-hosting."},{"id":"linear","name":"Linear","vendor":"Linear","capabilities":["linear"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://mcp.linear.app/mcp","url":"https://linear.app/docs/mcp","notes":"Linear's official hosted MCP (there is no npm package). Issues, projects, comments. OAuth 2.1 with dynamic client registration, or a bearer token / API key; a read-only endpoint lives at /mcp/readonly. Stdio-only clients can bridge with mcp-remote."},{"id":"atlassian-rovo","name":"Atlassian Rovo MCP Server","vendor":"Atlassian","capabilities":["atlassian"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://mcp.atlassian.com/v2/mcp","url":"https://developer.atlassian.com/cloud/rovo-mcp/","notes":"Atlassian's hosted server (GA February 2026) for Jira, Confluence, Jira Service Management, Bitbucket Cloud, and Loom, plus Teamwork Graph and Rovo Search. OAuth 2.1 or an API token for headless use; respects existing Atlassian permissions. Enriched Teamwork Graph and tool calls draw on your Rovo credit balance, most costing 1 to 10 credits per call."},{"id":"work-iq","name":"Microsoft Work IQ MCP","vendor":"Microsoft","capabilities":["microsoft-365"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"Microsoft EULA","install":"npx -y @microsoft/workiq mcp","url":"https://learn.microsoft.com/en-us/microsoft-365/copilot/extensibility/work-iq/mcp/overview","notes":"Microsoft 365 mail, calendar, files, Teams chat, people, and sites behind 12 generic tools in three groups: entity tools (fetch, fetch_blob, create_entity, update_entity, delete_entity, do_action, call_function), Copilot tools (ask, retrieve, list_agents), and schema tools (get_schema, search_paths). Tools take relative resource paths, so new workloads add paths instead of tools. Microsoft set Work IQ APIs, including a redesigned remote MCP server, to GA on June 16, 2026, billed on consumption through Copilot Credits that a tenant admin must switch on. Entra ID auth, discovered through /.well-known/oauth-protected-resource; tenant admin consent required."},{"id":"gdrive","name":"Google Drive MCP (Google Workspace)","vendor":"Google","capabilities":["gdrive"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://drivemcp.googleapis.com/mcp/v1","url":"https://developers.google.com/workspace/guides/configure-mcp-servers","notes":"Google's remote Drive server: fetch, list, upload, and manage permissions. Workspace MCP public developer preview; Docs, Sheets, Slides, Calendar, and Chat each have their own endpoint. OAuth 2.0 with your own Google Cloud client. Replaces the archived reference Google Drive server."},{"id":"gcal","name":"Google Calendar","vendor":"community","capabilities":["gcal"],"transports":["stdio"],"firstParty":false,"language":"typescript","license":"MIT","install":"npx -y @cocal/google-calendar-mcp","url":"https://github.com/nspady/google-calendar-mcp","notes":"Read/create calendar events with your own Google OAuth credentials; actively maintained. Google's first-party alternative is the Calendar MCP endpoint (https://calendarmcp.googleapis.com/mcp/v1) in the Workspace MCP developer preview."},{"id":"postgres-mcp-pro","name":"Postgres MCP Pro","vendor":"Crystal DBA","capabilities":["database"],"transports":["stdio","sse"],"firstParty":false,"language":"python","license":"MIT","install":"pipx install postgres-mcp","url":"https://github.com/crystaldba/postgres-mcp","notes":"Postgres server with read-only or unrestricted access modes, explain plans, index tuning, and database health checks. The maintained pick now that the reference Postgres server is archived and its npm package deprecated."},{"id":"mcp-toolbox-databases","name":"MCP Toolbox for Databases","vendor":"Google","capabilities":["database"],"transports":["stdio","http"],"firstParty":true,"language":"go","license":"Apache-2.0","install":"brew install mcp-toolbox","url":"https://github.com/googleapis/mcp-toolbox","notes":"Google's open-source database MCP server (renamed from genai-toolbox). Prebuilt tools for AlloyDB, BigQuery, Cloud SQL, Spanner, Firestore, PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, MongoDB, Redis, Elasticsearch, ClickHouse, CockroachDB, Neo4j, Snowflake, Trino, and more, or define your own tools in YAML. Also runnable from npm as @toolbox-sdk/server, which the README flags as the convenience rather than performance option."},{"id":"supabase","name":"Supabase","vendor":"Supabase","capabilities":["database"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"Apache-2.0","install":"npx -y @supabase/mcp-server-supabase","url":"https://github.com/supabase/mcp","notes":"Supabase's official MCP (repo moved from supabase-community to supabase/mcp). SQL, storage, auth, project management. Hosted at https://mcp.supabase.com/mcp with OAuth; project_ref and read_only query params scope access. Local CLI projects expose it at localhost:54321/mcp."},{"id":"mongodb","name":"MongoDB MCP Server","vendor":"MongoDB","capabilities":["database"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"Apache-2.0","install":"npx -y mongodb-mcp-server@latest","url":"https://github.com/mongodb-js/mongodb-mcp-server","notes":"MongoDB's official server: find, aggregate, write, and index tools against a database, plus Atlas administration (clusters, users, access lists, projects, alerts) with Atlas API service account credentials. Also on Docker as mongodb/mongodb-mcp-server. Needs Node 22.13 or newer, and ships no auth of its own, so keep it on localhost or put your own gateway in front."},{"id":"aws","name":"AWS MCP Server","vendor":"AWS","capabilities":["aws"],"transports":["stdio","http"],"firstParty":true,"language":"python","license":"Apache-2.0","install":"uvx mcp-proxy-for-aws@latest https://aws-mcp.us-east-1.api.aws/mcp","url":"https://docs.aws.amazon.com/agent-toolkit/latest/userguide/","notes":"Managed remote server, GA May 6, 2026: call_aws covers 15,000+ AWS API operations under your IAM credentials, plus live docs search and a sandboxed run_script tool. SigV4 auth through the open-source MCP Proxy for AWS. Endpoints in US East (N. Virginia) and Europe (Frankfurt). Service-specific open-source servers live in awslabs/mcp."},{"id":"cloudflare","name":"Cloudflare","vendor":"Cloudflare","capabilities":["cloudflare"],"transports":["http"],"firstParty":true,"language":"typescript","license":"Apache-2.0","install":"https://mcp.cloudflare.com/mcp","url":"https://github.com/cloudflare/mcp-server-cloudflare","notes":"Cloudflare's official MCP servers. The recommended Cloudflare API MCP Server at mcp.cloudflare.com/mcp (maintained in cloudflare/mcp) reaches the broad Cloudflare API through code execution. Remaining domain servers at *.mcp.cloudflare.com cover docs, containers, browser rendering, Digital Experience Monitoring, CASB, and the blog; the bindings, builds, observability, Radar, logs, GraphQL, AI Gateway, AutoRAG, DNS analytics, and audit log servers are deprecated in favor of the API server. OAuth, or an API token for automation."},{"id":"vercel","name":"Vercel MCP","vendor":"Vercel","capabilities":["vercel"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://mcp.vercel.com","url":"https://vercel.com/docs/agent-resources/vercel-mcp","notes":"Vercel's official hosted MCP with OAuth over Streamable HTTP, available on all plans. Search docs, manage teams, projects, and deployments, deploy code, analyze deployment logs, query Web Analytics. Only AI clients reviewed and approved by Vercel can connect; npx add-mcp https://mcp.vercel.com wires up the approved ones. Replaces the stale community vercel-mcp listing."},{"id":"sentry","name":"Sentry","vendor":"Sentry","capabilities":["sentry","observability"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"FSL-1.1-Apache-2.0","install":"npx @sentry/mcp-server@latest","url":"https://github.com/getsentry/sentry-mcp","notes":"Read Sentry issues and events for agent-driven incident triage. Hosted at https://mcp.sentry.dev/mcp with OAuth; the stdio package takes a Sentry user auth token and also works against self-hosted Sentry."},{"id":"datadog","name":"Datadog MCP Server","vendor":"Datadog","capabilities":["datadog","observability"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://mcp.datadoghq.com/v1/mcp","url":"https://docs.datadoghq.com/mcp_server/","notes":"Datadog's official remote server, GA since March 9, 2026. Logs, metrics, traces, monitors, dashboards, incidents, security signals; use the toolsets and omit_tools query params to trim tools. The core, alerting, dashboards, llmobs, and synthetics toolsets are GA, while apm, investigator, live-debugger, observability-pipelines, and remote-actions are preview and must be named explicitly. OAuth, a personal or service access token, or API plus application key headers; swap the host for your Datadog site (e.g. mcp.datadoghq.eu). Not available on GovCloud sites. Fair-use limits are 50 requests per 10 seconds and 100,000 tool calls per month."},{"id":"grafana","name":"Grafana","vendor":"Grafana Labs","capabilities":["observability","analytics"],"transports":["stdio","http","sse"],"firstParty":true,"language":"go","license":"Apache-2.0","install":"uvx mcp-grafana","url":"https://github.com/grafana/mcp-grafana","notes":"Search, read, and write Grafana dashboards, run PromQL and LogQL queries against Prometheus and Loki, and manage Grafana Incident records. Takes a Grafana URL plus a service account token. Stdio by default; SSE and streamable HTTP bind to a network address and want MCP_GRAFANA_SERVER_TOKEN set. Also shipped as a Docker image and a Helm chart."},{"id":"shell","name":"Shell","vendor":"community","capabilities":["shell"],"transports":["stdio"],"firstParty":false,"language":"python","license":"MIT","install":"uvx mcp-shell-server","url":"https://github.com/tumf/mcp-shell-server","notes":"Run shell commands from MCP. Only commands named in the ALLOW_COMMANDS allowlist env var can execute. Use with care."},{"id":"tensorfeed","name":"TensorFeed","vendor":"TensorFeed.ai","capabilities":["analytics","web-search"],"transports":["stdio"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y @tensorfeed/mcp-server","url":"https://github.com/RipperMercs/tensorfeed-mcp","notes":"AI ecosystem data tools: news, status, models, benchmarks, harnesses, attention index, embeddings, vector DBs, frameworks, usage rankings. Free tier; paid premium tools require a USDC credit token."},{"id":"tensorfeed-x402-base","name":"TensorFeed x402 Base Reader","vendor":"TensorFeed.ai","capabilities":["fetch-payment"],"transports":["stdio"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y @tensorfeed/x402-base-mcp","url":"https://github.com/RipperMercs/tensorfeed-x402-base-mcp","notes":"Read-only Base mainnet chain reader for x402 payment verification. Eleven tools: verify x402 settlements on-chain, parse publisher /.well-known/x402 manifests, query USDC balances and transfers, check AFTA federation status. No private keys; verification only. Drop-in for any agent that needs to independently confirm an x402 payment receipt."},{"id":"stripe","name":"Stripe","vendor":"Stripe","capabilities":["fetch-payment"],"transports":["stdio","http"],"firstParty":true,"language":"typescript","license":"MIT","install":"npx -y @stripe/mcp","url":"https://github.com/stripe/ai","notes":"Stripe's official MCP (repo moved from stripe/agent-toolkit to stripe/ai). Customers, subscriptions, products. Stripe hosts it at https://mcp.stripe.com with OAuth; the @stripe/mcp package sets up a local server. Restricted-key auth recommended for local use."},{"id":"elevenlabs","name":"ElevenLabs","vendor":"ElevenLabs","capabilities":["voice"],"transports":["http"],"firstParty":true,"language":"hosted","license":"Proprietary","install":"https://api.elevenlabs.io/v1/mcp","url":"https://elevenlabs.io/docs/eleven-agents/operate/hosted-mcp","notes":"Generate speech from text, and build or operate Eleven Agents: create and update agents, inspect conversations and transcripts, manage tools, MCP servers, and knowledge base documents, run tests, and handle branches, drafts, and deployments. OAuth, so no API key is pasted into the client; isolated data residency workspaces use a regional EU, India, or Singapore URL. The local elevenlabs/elevenlabs-mcp Python server is archived and deprecated in its favor."}]}