Retrieval

Everything here was classified as retrieval by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. A popular project that stopped in 2024 is not a better answer than a smaller one shipped last week.

Worked on in the last 90 days (60)

Someone pushed a commit recently. This is the shortlist worth trying first.

io.github.AceDataCloud/mcp-serp — last commit 2026-08-02, v2026.7.30.0
MCP server for Google search results via SERP API
io.github.cyanheads/seerr-mcp-server — last commit 2026-08-02, v0.1.2
Search Jellyseerr/Overseerr, check availability, and create guarded media requests.
Stock Image MCP — last commit 2026-08-02, v0.1.6
Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst
SciWeave — last commit 2026-08-02, v1.0.0
AI research grounded in 300M scientific works — every citation a verifiable DOI.
io.github.eltociear/tokenguard-mcp — last commit 2026-08-02, v1.2.0
Real-world data for agents: air quality, geocoding, quakes, holidays, web search
io.github.felixgeelhaar/coverctl — last commit 2026-08-02, v1.16.0
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
StoreInspect — last commit 2026-08-02, v1.0.1
Search Shopify stores, enrich domains, and reveal approved contact channels.
BrowseAI Dev — last commit 2026-08-02, v0.4.0
Evidence-backed web research for AI agents with citations and confidence scores.
io.github.aimnis/search — last commit 2026-08-02, v0.1.0
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
Cloudprice — last commit 2026-08-02, v0.2.2
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
io.github.cr7258/elasticsearch-mcp-server — last commit 2026-08-02, v2.0.15
MCP server for interacting with Elasticsearch
Everything File Search — last commit 2026-08-01, v1.0.6
Lightning-fast Windows file search for AI agents via voidtools Everything's real-time NTFS index
JobYap Job Search — last commit 2026-08-01, v1.0.0
Search job postings aggregated from companies' careers sites, plus each job's discussion thread.
io.github.freema/mcp-jira-stdio — last commit 2026-08-01, v1.11.0
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
fipeX MCP — last commit 2026-08-01, v1.0.0
Brazilian FIPE vehicle reference prices: search, current price, history and comparison. Keyless.
ai.exa/exa — last commit 2026-08-01, v3.1.3
Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
io.github.GeiserX/telegram-archive-mcp — last commit 2026-08-01, v0.0.2
MCP server for Telegram Archive — search messages, browse chats, and access history
Clelp — last commit 2026-08-01, v1.1.8
Search and rate AI tools, MCP servers, and agent skills reviewed by real agent use.
Minds: Synthetic Market Research Panels — last commit 2026-08-01, v2.0.2
Run AI market research: synthetic customer panels for concept testing, message testing, segments.
io.github.gregario/dnd-oracle — last commit 2026-08-01, v0.1.0
D&D 5e SRD MCP server with monster, spell, equipment search and encounter building tools
io.github.CSOAI-ORG/rag-knowledge-graph-mcp — last commit 2026-08-01, v1.0.4
rag-knowledge-graph-mcp MCP server by MEOK AI Labs
io.github.alex-feel/mcp-context-server — last commit 2026-08-01, v2.2.2
An MCP server that provides persistent multimodal context storage for LLM agents.
io.github.CSOAI-ORG/agent-prompt-injection-firewall-mcp — last commit 2026-08-01, v1.0.13
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG documents, tool argume...
io.github.dappros/ethora-mcp-cli — last commit 2026-08-01, v26.5.2
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
io.github.dappros/ethora-mcp-server — last commit 2026-08-01, v26.5.3
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
io.github.GeiserX/lynxprompt-mcp — last commit 2026-08-01, v0.0.2
MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints
PodLearn — last commit 2026-08-01, v1.0.0
Search 4M+ podcasts & YouTube, transcribe any episode, search transcripts, generate AI lessons.
io.github.CSOAI-ORG/vector-knowledge-graph-mcp — last commit 2026-08-01, v1.0.9
AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node
io.github.eliottreich/taskbounty-mcp-server — last commit 2026-08-01, v0.4.0
Post/fund GitHub bug bounties, enable Autopilot, solve bounties, check coverage. Paid in crypto.
ai.smithery/kesslerio-attio-mcp-server-beta — last commit 2026-08-01, v1.1.1
Streamline your Attio workflows using natural language to search, create, update, and organize com…
GTH Intelligence - Substance Abuse Treatment Finder — last commit 2026-08-01, v1.1.1
Search 12,338 curated, SAMHSA-sourced addiction treatment facilities across all 50 US states.
MCP Market Russia — last commit 2026-08-01, v3.2.0
Russian construction market: 3,395 contractors, 20,322 projects, 24 search/analytics tools.
com.pangolinfo/amazon-mcp — last commit 2026-08-01, v0.7.4
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI search & trends.
io.github.FerhatDundar/github-mcp-connector — last commit 2026-08-01, v0.1.1
MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.
io.github.fliptheweb/fatsecret-mcp — last commit 2026-08-01, v0.0.8
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial)
Help Scout MCP Server — last commit 2026-08-01, v1.7.0
Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants
io.github.AINative-Studio/ainative-memory-mcp — last commit 2026-08-01, v1.0.1
Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
io.github.cyanheads/bluesky-mcp-server — last commit 2026-07-31, v0.3.0
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
DomainKits — last commit 2026-07-31, v2.1.0
Search newly registered, expired, aged, active, deleted and for-sale domains, plus WHOIS and DNS.
Fragrance & Perfume MCP (Noteboxd) — last commit 2026-07-31, v0.1.4
Fragrance & perfume MCP: search fragrances, notes, accords, brands, perfumers, reviews & charts.
AniList MCP Server — last commit 2026-07-31, v0.7.1
MCP server for the AniList GraphQL API — anime/manga search, details, and personal list management.
Funding Rate Arbitrage Scanner API — last commit 2026-07-31, v1.1.0
Cross-venue perp funding rate arb — Hyperliquid, Binance, Bybit, OKX spreads. x402.
io.github.cyanheads/openstates-mcp-server — last commit 2026-07-31, v0.3.0
Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.
com.themineworks/academic-research-mcp — last commit 2026-07-31, v1.0.0
Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.
com.themineworks/ecommerce-intel-mcp — last commit 2026-07-31, v1.0.0
Product intel: Amazon, AliExpress, Shopify, TikTok Shop, ads and search interest.
io.github.cyanheads/ris-austria-mcp-server — last commit 2026-07-31, v0.4.1
Search Austrian federal and state law, court decisions, and the authentic Bundesgesetzblatt (RIS).
second-brain MCP — last commit 2026-07-31, v0.1.0
Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression.
io.github.cyanheads/nist-nvd-mcp-server — last commit 2026-07-31, v0.2.0
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and CPE.
Name Whisper — ENS Intelligence Layer — last commit 2026-07-31, v1.2.0
44 MCP tools to search, value, register, trade, and manage ENS names. AI-powered intelligence layer.
Infimium — last commit 2026-07-31, v0.3.1
Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.
io.github.Alkilo-do/orita-provider-resolution — last commit 2026-07-31, v0.1.1
Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network.
JobDataLake — last commit 2026-07-31, v1.0.14
Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.
BuyWhere MCP — last commit 2026-07-30, v0.3.1
Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.
io.github.aayoawoyemi/ori-memory — last commit 2026-07-30, v0.3.0
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
io.github.cyanheads/nhtsa-vehicle-safety-mcp-server — last commit 2026-07-30, v0.9.4
Decode VINs, search recalls, complaints, crash ratings, and investigations.
Jewelry by Sweet Pea Products — last commit 2026-07-30, v1.0.1
Live search of 100,000+ fine jewelry products, prices and store policies. Read-only, no auth.
Memory Fabric — last commit 2026-07-30, v1.2.2
File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.
io.github.cyanheads/federal-reserve-mcp-server — last commit 2026-07-30, v0.2.2
Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.
io.github.cyanheads/fred-mcp-server — last commit 2026-07-30, v0.1.6
Search and fetch ~800K Federal Reserve economic time-series from the FRED API via MCP.
io.github.cyanheads/wikipedia-mcp-server — last commit 2026-07-30, v0.1.16
Search Wikipedia, read summaries and full text, target sections, find nearby pages, list languages.

Page 5 of 51

How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.