Official
A local memory MCP server for coding agents: records issues, attempts, fixes and decisions and warns before repeating a failed approach
MCP servers
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.
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Found: 107
Official
An MCP server built on Docling: converts PDFs into structured documents, builds new ones and feeds them to RAG
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The official MCP server for the Chroma vector database: collections, documents, semantic and full-text search
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The official Todoist MCP server: the agent finds, creates and updates tasks and projects in your account
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Kagi's official MCP server: web, news, video and image search, plus page extraction to Markdown
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Official Anytype MCP server: an agent searches, creates and edits objects, lists and types in your knowledge base
DuckDB / MotherDuck MCP Server
DuckDB / MotherDuck Local MCP Server
An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck
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Baidu Maps' official MCP server: geocoding, place search, routes, weather and traffic, focused on China
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Mapbox's official MCP server: geocoding, place search, routing, isochrones, in-chat maps and offline geo calculations
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Apache Doris's official read-only MCP server: catalogs, queries, cluster diagnostics, search and lineage
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Svelte's official MCP server and plugin: current docs, component autofixing and Svelte 5 skills
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Postman's official MCP server: workspaces, collections, specs and environments straight from your agent
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Official Zilliz MCP server: the agent runs vector and text search and manages collections and data in Milvus
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Official Alpha Vantage MCP server: quotes, historical series, indicators and company data
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Official Meilisearch MCP server: indexes, documents, search, relevancy settings and API keys from an agent chat
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Official AgentQL MCP server: extracts structured data from a web page based on a field description
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Official SerpApi MCP server: the agent gets results from Google, Bing, YouTube, Amazon and other engines as JSON or Markdown
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Official Docker MCP server: image search, tags, repositories and Docker Hardened Images on Docker Hub
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Official Oxylabs MCP server: page scraping with JS rendering, Google and Amazon results, an AI crawler
Buildkite MCP Server
buildkite-mcp-server
Official Buildkite MCP server: pipelines, builds, jobs, logs and test results for the agent
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Yandex's official MCP server for web search via Yandex Search API: results with sources and a generative answer
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Amplitude's official remote MCP server: ask about product analytics, experiments, dashboards and session replays
Lineai MCP Server
lineai-mcp-server
MCP server for the Lineai platform (formerly CodeLogic): impact analysis of code and database changes from a dependency graph
Official
AgentOps MCP server: the agent reads traces and spans of agent runs to find where they failed
Frequently asked questions
What is an MCP server?
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.
How do I connect an MCP server to an agent?
The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.
Do I need a key or a paid account?
It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.