Skip to main content
Glama
wyq24

Paper RAG MCP

by wyq24
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Related Servers

Alternatives to Paper RAG MCP

No user-submitted related servers found.

    Related Servers

    • studyproof

      yukunou703
      A
      license
      Not graded
      quality
      B
      maintenance
      Provides read-only search and context-pack creation over a local source library, letting AI assistants retrieve relevant excerpts and audit cited quotations.
      20
      MIT

    • Literature Evidence MCP

      phy-zhangzl
      A
      license
      A
      quality
      C
      maintenance
      Enables local-first, versioned evidence retrieval from papers without loading the whole library into a conversation, with optional Zotero, writing, fixed-commit code, and experiment record integration returning bounded excerpts and page images.
      5
      1
      MIT

    • litcheck-mcp

      javrodriguez
      A
      license
      A
      quality
      B
      maintenance
      Enables scientists and their AI agents to check quoted passages against pinned open-access PubMed Central full texts, look up retraction status from PMC and Crossref, and run recorded literature searches. Every quote check, search and annotation is written to an append-only, hash-chained log that can be verified, giving a dated record of what was searched and found.
      7
      MIT

    • manual-rag

      konraddiesch
      A
      license
      A
      quality
      C
      maintenance
      Enables semantic retrieval over locally indexed PDF manuals and books, exposing tools to list available sources and search excerpts by query with page, chapter, source, and relevance metadata.
      2
      MIT

    • evidence-rag

      oguzhanozfe
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables local read-only search and retrieval of approved, current evidence via hybrid lexical and dense methods, with tools to get exact source spans, answer from cited passages, and create and verify recheckable evidence packets.
      MIT

    • Literature Evidence MCP

      Furox-Art
      A
      license
      C
      quality
      A
      maintenance
      Enables users to search scientific literature metadata across OpenAlex, Europe PMC, and Crossref, verify citations, retractions, source quotes, and claims, and build or export hash-chained evidence ledgers with explicit provenance and limitations.
      35
      Apache 2.0
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a clearly distinct role: listing papers, evidence search, section fetch, checklist creation, answer audit, citation graph lookup, and original page inspection. The main possible overlaps—search vs. fetch and fetch vs. source_page—are explicitly differentiated by result-ID scoping and page-level provenance. An agent can reliably select the right tool for each step.

    Naming Consistency3/5

    Names are all snake_case and readable, but they mix bare verbs (search, fetch) with noun phrases (evidence_checklist, audit_answer, citation_network, source_page) and one verb_noun form (list_papers). The conventions are understandable but not predictably patterned across the set.

    Tool Count5/5

    Seven tools is well-scoped for a retrieval-and-audit workflow over a paper corpus. Each tool maps to a distinct stage—discovery, search, reading, checklist, audit, citation exploration, and page inspection—without obvious redundancy.

    Completeness4/5

    The surface covers the core evidence workflow from paper discovery through source reading, citation exploration, and answer auditing. Minor gaps exist around library/ingestion operations or richer paper metadata retrieval, but these may be intentionally out of scope for a read-only RAG server.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources