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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables decomposition of complex research queries into multi-hop sub-queries and synthesis DAGs, with scientific consensus analysis, citation credibility verification, and deterministic JSON outputs for MCP-compliant clients.
    8
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server for querying PyPI package information, dependencies, and compatibility checking. Supports advanced dependency analysis, download statistics, and trending analysis.
    138 PyPI
    19
    MIT
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables IDE access to Supabase databases with SQL query execution, schema management, Auth admin operations, and built-in safety controls to prevent accidental destructive actions.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to deeply analyze and visualize React and React Native codebases locally through 36 free MCP tools for component trees, complexity scoring, navigation, data flow, health audits, and interactive tracing.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Gives AI coding assistants live access to the Hyperiux Vault catalog of React and Next.js animation effects. Search effects, inspect dependencies and installation instructions, and retrieve source for free effects.
    3
    83
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI assistants with current Ionic Framework v9 and v8 documentation, including component API references, usage examples for Angular, React, Vue, and vanilla JavaScript, and Ionic blog posts. Enables searching docs, reading pages, listing components, retrieving usage examples, and listing blog posts.
    5
    46 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables any MCP-aware LLM host to filter noisy text down to query-relevant sentences via a topic-conditioned relevancy classifier, reducing token spend before the model processes the full input.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Mneme exposes a governed Decision Index so MCP clients can propose candidate architectural decisions and query decision state, applicability, and traceability. Proposals remain non-authoritative: accepting or activating protections stays under explicit human control.
    6
    455 PyPI
    27
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Read-only on-chain query surface for the AgentCivics civil registry on Sui — soulbound AI-agent identities, on-chain memories, reputation, refusal records. Hosted, no install, no keypair. For write tools (register, write_memory, record_refusal), install the npm package @agentcivics/mcp-server locally and supply your own keypair.
    26
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server for EdgeDepth's market microstructure search engine, enabling users to query recorded crypto and TradFi perpetuals for market conditions, outcomes, and reproducibility-keyed evidence directly from MCP clients.
    10
    227 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Read-only-by-default MySQL/MariaDB, PostgreSQL and SQLite access for AI agents: explore schemas and foreign keys, search, sample, query and EXPLAIN with token-efficient TOON output. Writes only when enabled, always previewed and atomic.
    11
    165 PyPI
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to query news mention volume time series, growth percentages, and live Google News feeds as an MCP tool, integrating with AI hosts like Claude and Cursor.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that gives AI agents real-time access to Excel workbooks in OneDrive, answering natural-language questions with live data. It caches only sheet structure, never cell values, and fetches current ranges via Microsoft Graph for each query.
    11
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Gives local and cloud LLMs live web grounding as four MCP tools: web_search, fetch, deep_search (a token-capped, cited evidence pack sized to a small context window), and research (an agentic search-and-read loop). Flat monthly pricing, no query content stored.
    4
    78 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Gives your AI persistent memory across conversations. Stores facts automatically, finds them by meaning using hybrid search with query expansion, and organizes everything into topics without manual tagging.
    18
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables reranking documents by relevance to a query through a Cohere-compatible API, so existing rerank code drops in with only a base_url change. Calls are pay-per-call in USDC via x402 or covered by a free daily tier, with no account, GPU, or model download needed.
    1
    18 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to query live trend data and historical search volume across 30+ platforms like Google, TikTok, YouTube, Amazon, and Reddit, including growth comparisons and top-ranking trends.
    3
    14
    MIT