Market Data
Server Details
Real-time stock quotes, market indices, and institutional holdings
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
Available Tools
3 toolsget_institutional_holdingsAInspect
Get institutional investor 13F SEC filings for a given CIK or institution name. Default is Berkshire Hathaway (CIK 0001067983).
| Name | Required | Description | Default |
|---|---|---|---|
| cik | No | SEC CIK number (e.g. 0001067983 for Berkshire Hathaway) | 0001067983 |
| institution | No | Institution name to search for CIK (e.g. "Bridgewater Associates") |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden. It mentions a default CIK but fails to disclose behaviors like handling of multiple results, error conditions, rate limits, or data freshness. Only basic behavior is implied.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences, zero wasted words. Effectively front-loaded with the core action and default, making it easy to scan. Every sentence earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Despite lacking output schema and annotations, the description provides enough for basic understanding. However, it omits return format or structure of 13F filings, leaving gaps for an agent. Adequate but not comprehensive.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% with descriptive parameter strings. The description adds minor context (default explanation and institution search purpose), but does not significantly enhance meaning beyond the schema. Baseline 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the tool retrieves institutional investor 13F SEC filings using CIK or institution name, with a default. This verb-resource pair is specific and distinct from sibling tools like get_market_indices.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies usage for querying institutional holdings but provides no explicit guidance on when to use this tool over alternatives, nor any exclusions. Usage context is clear but without comparative direction.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
get_market_indicesAInspect
Get major market indices and macro indicators: S&P 500, NASDAQ, VIX, 10-Year Treasury, WTI Oil, Gold, USD/EUR. Data from FRED (St. Louis Fed).
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations, so description carries burden. Specifies data source (FRED) and a fixed set of indices, implying read-only behavior. Lacks details on update frequency or limitations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Extremely concise: single sentence plus a list. No wasted words or redundancy.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Lists returned indices but no output schema; could describe return structure (e.g., timestamps, numeric values). Acceptable for a simple retrieval tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Zero parameters; baseline 4. No additional parameter info needed since none exist.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
Clearly states the tool gets major market indices and macro indicators, listing specific ones (S&P 500, NASDAQ, VIX, etc.). Differentiates from siblings which involve holdings and stock quotes.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Implies use for broad market data; no explicit alternatives but context suggests not for individual stocks or holdings. Could be improved with direct comparisons.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
get_stock_quotesBInspect
Get real-time stock price quotes for one or more symbols. Returns price, % change, 52-week high/low, exchange, and currency.
| Name | Required | Description | Default |
|---|---|---|---|
| symbols | No | Comma-separated ticker symbols (e.g. AAPL,MSFT,NVDA) | AAPL,MSFT,NVDA,GOOGL,TSLA |
| exchange | No | Filter by exchange: NYSE or NASDAQ |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description is the sole source of behavioral information. It states 'real-time stock price quotes', implying a read-only operation with no destructive effects. However, it does not disclose potential rate limits, authentication requirements, or error handling behavior, which is a moderate gap for a data retrieval tool.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is concise, consisting of two sentences that efficiently convey the tool's action and output. It is front-loaded with the core purpose. However, it could be slightly more structured (e.g., listing parameters explicitly) to improve scanability.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool's simplicity (2 optional parameters, no output schema), the description is adequate but not fully complete. It lists key returned fields but does not cover edge cases (e.g., invalid symbols, network errors) or specify the response format. Since there is no output schema, more detail about the output structure would improve completeness.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3. The description does not add additional meaning beyond the schema: it mentions 'one or more symbols' and the returned fields, but the schema already documents the parameters fully (e.g., comma-separated symbols, exchange filter). No extra semantic value is provided.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the verb 'Get' and the resource 'real-time stock price quotes', and specifies the returned fields (price, % change, 52-week high/low, exchange, currency). It effectively distinguishes itself from sibling tools like 'get_institutional_holdings' and 'get_market_indices' by focusing on individual stock quotes.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description provides no explicit guidance on when to use this tool versus its siblings. It does not mention any prerequisites, exclusions, or context that would help an agent choose between this and alternatives like 'get_institutional_holdings' or 'get_market_indices'.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Frequently Asked Questions
Claiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.
Open the connector listing, choose Claim ownership, and sign in to Glama.
Complete one verification method:
GitHub identity — fastest for official registry listings. For a namespace such as
io.github.alice/server, link the matching GitHub user or an account that owns the GitHub organization, then choose Claim with GitHub.HTTP challenge — works when you can deploy a public file. Generate a token, publish the exact JSON Glama shows at
/.well-known/glama.jsonon the same origin as the connector, then choose Check HTTP challenge.DNS challenge — works when you control DNS but cannot change the server. Generate a token, create the exact TXT record Glama shows, wait for it to propagate, then choose Check DNS challenge.
After verification, Glama sends a confirmation email and gives you access to listing details, thumbnails, health checks, and analytics. Keep the HTTP file or DNS record in place: Glama periodically checks it and ownership remains verified while the token is discoverable.
The HTTP ownership file has this structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"claim": "glama_claim_..."
}Claim tokens are opaque, stable, and bound to the signed-in Glama account. They contain no email address or other personal information. If Glama can no longer discover a verified HTTP or DNS token, it starts a seven-day grace period before removing claim-based access. Restore the same token during that period to keep ownership verified. Never publish an email address, Glama session token, GitHub token, or connector credential as ownership proof.
If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.
For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
To improve your MCP server's ranking:
Claim ownership of the server listing
Complete the server profile with an accurate description and thumbnail
Provide a test profile so Glama can connect to and evaluate the server
Keep tool definitions clear and complete to earn a high Tool Definition Quality Score (TDQS)
Route real usage through the Glama Gateway; more recorded successful server uses also improve the ranking
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
Discussions
No comments yet. Be the first to start the discussion!
Related MCP Connectors
Quotes, company profiles, fundamentals, earnings and IPO calendars, plus market and company news.
Real-time stock quotes, history, options chains, sector performance & screening for agents.
SEC filings, insider trades, and earnings data
Institutional-grade financial data: earnings, estimates, guidance, stock prices, macro indicators.
Related MCP Servers
AlicenseBqualityCmaintenanceDeliver real-time investment research with extensive private and public market data.3176147MIT- -licenseNot gradedqualityNot gradedmaintenanceReal-time financial market data MCP server. Stocks, crypto, technicals, sentiment, FDA calendar. No API keys required.

longbridgeofficial
AlicenseBqualityBmaintenanceUS/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, alerts, DCA & portfolio16513Apache 2.0- AlicenseNot gradedqualityAmaintenanceProvides real-time stock market data for Claude Desktop and MCP-compatible clients, enabling natural language queries for quotes, historical prices, company profiles, financial statements, analyst ratings, comparisons, news, options, holdings, dividends, estimates, symbol search, and market status.19417MIT
Glama MCP Gateway
Add one secure layer between your agents and this server.
TDQS
Each tool targets a distinct area: institutional holdings, market indices, and stock quotes, with no overlap in purpose.
All tool names follow a consistent 'get_' prefix followed by a descriptive noun phrase (institutional_holdings, market_indices, stock_quotes).
Three tools is appropriate for a focused market data server, covering key data points without being too sparse or too heavy.
Covers stock quotes, indices, and institutional holdings, but lacks historical data, fundamental metrics, or news, which are common in market data APIs.