Install payload
Install payload is broadly covered in current results.
90% (9/10)
Browse the directory
/
Showing 10 resources for "semantic-search"
Saved
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Active
Select entries to compare install and trust signals side by side.
Trust snapshot
10 results in this view
Claimed
0%(0/10)
1 trust signal differs in this sample: Submitter
Signals differ on Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
good
Adoption queue
Browse adoption queue · balanced
1/10 visible results are in hold tier and need mitigation before adoption.
ready 0caution 9hold 1
arXiv MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/arxiv-mcp-server · trust review · confidence 67%
ChunkHound MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/chunkhound-mcp-server · trust review · confidence 67%
Context+ MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/contextplus-mcp-server · trust review · confidence 67%
Docs MCP Server for Claude (Grounded Docs)
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/arabold-docs-mcp-server · trust review · confidence 67%
Pinecone Developer MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/pinecone-developer-mcp-server · trust review · confidence 67%
Qdrant MCP Server for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/qdrant-mcp-server · trust review · confidence 67%
Semble MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/semble-mcp-server · trust review · confidence 67%
Vectara MCP Server for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/vectara-mcp-server · trust review · confidence 67%
Decision confidence
Decision confidence scan · balanced
1/10 results are low-confidence and need review before adoption.
high 0medium 9low 1
arXiv MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/arxiv-mcp-server · trust review
ChunkHound MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/chunkhound-mcp-server · trust review
Context+ MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/contextplus-mcp-server · trust review
Docs MCP Server for Claude (Grounded Docs)
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/arabold-docs-mcp-server · trust review
Pinecone Developer MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/pinecone-developer-mcp-server · trust review
Qdrant MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/qdrant-mcp-server · trust review
Semble MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/semble-mcp-server · trust review
Vectara MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/vectara-mcp-server · trust review
Freshness distribution
Current results are broadly fresh
Median age 50 days; all 10 scanned entries are within 90 days.
Theme distribution
Results center on semantic-search
100% of this view shares the top theme. Leading themes: semantic-search, developer-tools, embeddings.
- semantic-search100% (10)
- developer-tools30% (3)
- embeddings30% (3)
- local-first30% (3)
- rag30% (3)
- repository30% (3)
- vector-database30% (3)
- citations20% (2)
28 distinct themes across 10 scanned
txtaiby neuml · submitted by davion-knight
Open-source all-in-one AI framework for semantic search, LLM orchestration, and language-model workflows, built around an embeddings database that unions sparse and dense vector indexes, graph networks, and relational databases, with pipelines, workflows, agents, and web and MCP APIs.
Index any documentation — websites, GitHub repos, npm/PyPI packages, local files — and give Claude always-current, version-specific answers with the open-source Grounded Docs MCP server. An offline-first alternative to Context7, Nia, and Ref.Tools.
Query your Vectara RAG corpora from Claude — ask grounded questions with full answer generation, run semantic search to retrieve ranked document chunks, and detect and correct hallucinations using Vectara's Hallucination Correction API — with the official Vectara MCP server.
MCP server for connecting Claude, ChatGPT, Cursor, and other MCP clients to a local or web Zotero research library for paper search, metadata, full text, annotations, notes, collections, semantic search, and citation workflows.
Pinecone Developer MCP Serverby Pinecone · submitted by JSONbored
Official Pinecone Developer MCP server that connects Claude and other MCP clients to Pinecone projects and documentation for index management, record upserts, semantic search, cascading multi-index search, reranking, and documentation lookup over integrated-inference indexes.
ChunkHound MCP Serverby ChunkHound · submitted by oktofeesh1
Local-first codebase intelligence MCP server that indexes repositories with tree-sitter, stores searchable chunks in DuckDB, and gives Claude semantic search, regex search, daemon status, and deep code research tools.
arXiv MCP Serverby Joseph Blazick · submitted by oktofeesh1
MCP server for searching, downloading, reading, and analyzing arXiv papers through Claude and other MCP clients.
Context+ MCP Serverby forloopcodes · submitted by oktofeesh1
MCP server for semantic codebase intelligence, combining AST structure, embeddings, clustering, feature hubs, restore points, and memory graph tools.
Semble MCP Serverby MinishLab · submitted by oktofeesh1
Local code-search MCP server for agents, using CPU-only hybrid retrieval to index repositories and return focused snippets for natural-language queries.
Qdrant MCP Server for Claudeby Qdrant · submitted by oktofeesh1
Connect Claude to Qdrant for read-only semantic search or opt-in semantic memory storage through the official MCP server.