Official
A financial analysis MCP server: 500+ methods from company statements, ratios, indicators, risk metrics and macro data
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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Official
A desktop SQL workspace with a built-in MCP server: the agent reads the schema and runs queries in the same client you already use
Official
A lightweight database workspace with an MCP server: the agent reads the schema, runs queries and explores data in PostgreSQL, MySQL and more
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Instant REST and MCP over PostgreSQL: the agent reads an existing database through an MCP endpoint with no backend to write
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An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs
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An MCP server for long-term agent memory: compresses dialogues into atomic facts, resolves pronouns and anchors relative time to absolute dates
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The experimental official Google Analytics 4 MCP server: reports, funnels and realtime data on request
GraphJin MCP
GraphJin
GraphJin's MCP server gives an agent safe, schema-aware access to SQL and MongoDB instead of raw database credentials
Financial Datasets MCP
Financial Datasets MCP Server
An MCP server for the Financial Datasets API: company financials, stock and crypto prices and news for the agent
data.gouv.fr MCP
data.gouv.fr MCP Server
Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent
Qdrant MCP Server
mcp-server-qdrant
Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning
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Vybe's remote MCP server for Solana data: browse the API schema and make live calls to on-chain and market analytics
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An MCP memory server for trading agents: keeps decisions and outcomes with a tamper-evident SHA-256 journal
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A local browser automation platform: MCP server, CLI and skills so an agent can drive Chrome, fill forms and pull data from pages
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Datalayer's MCP server for Jupyter: the agent opens notebooks, edits cells and runs code in a live JupyterLab session
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On-premises RAG in containers with an MCP server: the agent searches your documents while data stays local
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A PDF-reading MCP server: structured text, tables, OCR, visual crops and page-level citations
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MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs
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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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Kagi's official MCP server: web, news, video and image search, plus page extraction to Markdown
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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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
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.