Glama
PulseAugur coverage of Glama — every cluster mentioning Glama across labs, papers, and developer communities, ranked by signal.
8 day(s) with sentiment data
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Sentinel-IR updates AI code analysis with structural notes and Python support
Sentinel-IR has released updates to its 0.4.5 and 0.4.6 versions, introducing new features for AI coding agents. The system now provides concise structural notes about code files, highlighting potential risks and specif…
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Sentinel-IR 0.4.5 adds Python support, native code detection, and audit logs
Sentinel-IR has released version 0.4.5, introducing support for Python and native code detection, alongside significant performance improvements for JavaScript and TypeScript analysis. The new version also features an a…
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Developer ships read-only MCP server for padel racket comparison
A developer has created a read-only MCP server for comparing padel rackets, accessible via Claude or ChatGPT. The server, built with Next.js and Vercel, offers three tools: racket recommendation based on player profile,…
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MCP server monitoring reveals uptime gains and directory listing pitfalls
A marketing-data MCP server was monitored over three weeks to assess its performance and visibility across six directories. Daily checks revealed slow but steady improvement in uptime scores on Glama, while other direct…
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MCP server listing and icon best practices detailed
The Model Context Protocol (MCP) ecosystem is detailed across two articles, focusing on server listing and icon usage. The first article emphasizes the importance of a consistent, correctly formatted icon for MCP server…
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AI agent data API sees high traffic but minimal paid usage
A developer details their experience running a paid data API for AI agents over 30 days, which operates on Cloudflare Workers and D1. Despite handling over 81,000 requests from 500 distinct callers, the API only process…
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New tool helps coding agents find existing code before writing more
A new open-source tool called mcp-spec-nav has been developed to assist coding agents in locating existing code within a repository before generating new code. This tool functions as a local MCP server, providing agents…
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Security scanners re-evaluated on npm and PyPI packages
A security research team re-evaluated MCP (Malicious Code Prevention) scanners on npm and PyPI packages, expanding their test to include five scanners and over 14,000 package tool lists within a gVisor container environ…
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External agent finds and fixes MCP server bug in under an hour
An external agent, acting as a monitor, identified a bug in the MCP server's response handling. While existing monitors primarily check server uptime and tool availability, this agent specifically tested the accuracy of…
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74% of MCP servers unprepared for 2026 spec, probe finds
A recent probe of approximately 2,043 public MCP servers revealed that about 74% are not ready for the upcoming July 28, 2026 specification, with only 26% supporting the modern protocol. The study, conducted by Toolweat…
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Agentic Finance Graph launches AI agent data service with MCP and x402 standards
Agentic Finance Graph has launched a new system for AI agents to discover and interact with financial data services. This system utilizes MCP registries for tool discovery, x402 directories for paid data access, and an …
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How to score MCP servers: Smithery and Glama criteria detailed
This article details how to improve the scoring of Multi-Connector Platform (MCP) servers, focusing on the criteria used by directories like Smithery and Glama. It emphasizes the importance of detailed tool descriptions…
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AI discussions on Mastodon cover agent skills, focus, and industrial monitoring
Several Mastodon posts discuss the use and implications of AI, particularly focusing on agent skills and the potential impact on human focus. One post highlights the challenge of industrial water monitoring with imperfe…
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MCP Server Publication Process Creates Data Drift Issues
The MCP server ecosystem relies on a two-step publication process: first, binaries are pushed to package managers like npm or PyPI, and second, metadata is published to the official MCP Registry. Directories such as Gla…
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New Tool Scores AI Agent Tool Descriptions for Better Discoverability
ScriptMasterLabs has launched SqueezeRank MSO, a tool designed to score the descriptions of AI agent tools, ensuring they are understandable and discoverable. The service analyzes tool descriptions across six criteria, …
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AI Agent Supply Chains Riddled with Silent Malware, Researchers Warn
A recent analysis of AI agent supply chains reveals widespread vulnerabilities, with malicious actors exploiting official MCP servers and GitHub pull requests to distribute malware. Researchers found that these maliciou…
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BuyWhere listed on Model Context Protocol for real product data
BuyWhere has been officially listed on the Model Context Protocol (MCP) registry, enabling shopping agents to access real product data. The platform boasts over 300 million products from 150,000 merchants across nine ma…
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MCP server listing proves complex across directories · 2 sources tracked
Listing a remote MCP server across various directories proved to be a complex and time-consuming process, with different platforms employing varied submission methods and review times. GoodBarber, an app platform, encou…
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AI agent pays for Korean business data via MCP and x402
A developer has successfully created an agent-payable API for verifying Korean government business data using MCP and x402 protocols. The system allows AI agents to query official National Tax Service data, pay a small …
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MCP server registries plagued by ghost entries and stale data
An audit of MCP server registrations across five registries revealed significant issues with "ghost entries" and outdated information. The audit found that the official registry listed three entries for the same server,…