"Google Fit" matching MCP servers:

MCP server that reads Google Docs and Google Sheets content for AI assistants like Claude.

Enables AI assistants to search and access Google Cloud Platform documentation in real-time, supporting 20+ GCP services with natural language queries and smart content extraction.

An MCP server that enables local BM25 search over 1C:Enterprise platform documentation, exposing identical tools via both stdio and streamable HTTP endpoints.

About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.

An MCP server that provides indexed, searchable access to Anthropic Claude and Google Gemini documentation, with full-text search, page fetching, and section listing capabilities.

Enables AI assistants to read and analyze Google Docs comments, including authors, status, quoted text, and reply threads, via a read-only interface with OAuth 2.0 sign-in.

交互式MCP服务器，通过可视化界面收集项目需求，自动生成Spec Kit 7条命令，专为Cursor编辑器优化。

git blame tells you who wrote a line. This tells you why.

A read-only MCP server that recommends React components from a measured, curated snapshot by answering component-fit questions with terse verdicts and harness facts.

Provides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.

Enables MCP clients to read and, when explicitly enabled, modify Hudu IT documentation—companies, articles, assets, asset layouts, and password resources—through curated read tools, bounded paginated list operations, and policy-gated write/delete dispatch over the node-hudu SDK. Supports stdio and HTTP transports with per-caller credentials, read-only defaults, secret-read restrictions, resource-level search scoping, and redaction of credential fields.

Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI.

A Model Context Protocol server that integrates with Cursor IDE to provide real-time git-spice documentation search capability.

This MCP server provides access to Composer Kit React component documentation, examples, and Celo Composer templates for building web3 applications on the Celo blockchain.

Enables unauthenticated MCP access to Google Cloud documentation by proxying requests to the Developer Knowledge API, allowing coding agents to query docs without direct Google authentication.

Enables MCP clients to search, read, list, create, update, and delete Wiki.js pages using a user's own Google Workspace identity, with Wiki.js enforcing all authorization.

Serves an editable folder of plain brand files—identity, colours, fonts, rules, formats and examples—to any AI tool over MCP, so generated designs and copy come out on-brand. It also checks HTML, CSS, SVG and text against those rules, and can read a public site's CSS to extract its real palette, fonts and spacing.

MCP server that evaluates, compares, aligns, generates, and validates resume materials against specific job postings, including ATS parseability checks, match scoring, and gap analysis.

Enables AI coding providers to run structured multi-agent workflows through MCP by owning task claims, action logs, handoffs, health gates, and specification metadata. It coordinates use cases, specs, implementation, review, and bounded repair while keeping document files on the filesystem.

Enables AI assistants to search and access academic papers from Google Scholar via MCP protocol, with support for keyword, author, and year filtering, CAPTCHA handling, and BibTeX retrieval.

Provides hybrid (BM25 + vector) search over Terraform AWS and Google provider documentation, with tools for ranked search and full document retrieval.

Connects Claude to Google Docs, allowing users to list, read, create, update, search, and delete documents in their Google Drive through natural language interactions.

MCP server that exposes Elephant Accountability's audit tiers, EVI v0.9 methodology, fit assessment, proof points, and agent-initiated audit requests to AI agents.

Enables AI coding assistants to search, retrieve, and reuse validated Flutter animations with documented pitfalls, directly integrable into Claude Code or Cursor.

Exposes three read-only tools that let agents browse, retrieve, and search a local library of portable SKILL.md instructions by tag, name, or query. This enables skill discovery and catalog lookup directly from an MCP client without running or modifying any skill code.

Fetches the complete record of a single patent by publication number — full claims, paged description text, CPC classifications, worldwide family with legal status, backward/forward citations, legal events and prosecution timeline — rendered as compact Markdown for an LLM. It does not search, and is meant to be paired with a keyword search server to go from candidate publication numbers to full patent details.

Enables conversational, source-linked device guidance by starting and resuming manufacturer-reviewed procedures, asking users for observations, and recovering from interruptions without blindly replaying actions.

Enables LLMs and AI agents to query Google Ads accounts, inspect resource metadata, list accessible customers, and retrieve reporting metrics, segments, discovery documents, and release notes via the Google Ads API.

Enables AI assistants to access documentation of Vue UI components, including props, events, and slots, for generating correct usage code.

Enables AI agents to find the right tool from a vague, misspelled, or rambling description by searching a library of tools and returning ranked matches with fit grades, links, and evidence.