| 1 | ForLoopCodes/contextplus | 88.4 | 1.5k | 6d ago | TypeScript |
| 2 | varunvasudeva1/llm-server-docs | 82.4 | 720 | 14d ago | — |
| 3 | bgauryy/octocode-mcp | 76.7 | 750 | 3d ago | TypeScript |
| 4 | elastic/mcp-server-elasticsearch | 73.3 | 625 | 3d ago | Rust |
| 5 | agentset-ai/agentset | 71.9 | 1.9k | 10d ago | TypeScript |
| 6 | szczyglis-dev/py-gpt | 69.7 | 1.7k | 1mo ago | Python |
| 7 | GreatScottyMac/context-portal | 67.5 | 756 | 1mo ago | Python |
| 8 | ganeshnikhil/J.A.R.V.I.S.2.0 | 65.7 | 227 | 5mo ago | Python |
| 9 | cr7258/elasticsearch-mcp-server | 65.3 | 256 | 1mo ago | Python |
| 10 | arthurpanhku/DocSentinel | 63.3 | 78 | 4d ago | Python |
| 11 | yoniassia/memclawz | 61.9 | 41 | 3d ago | Python |
| 12 | husnainpk/SymDex | 61.9 | 95 | 3d ago | Python |
| 13 | doITmagic/rag-code-mcp | 60.7 | 24 | 3d ago | Go |
| 14 | VectifyAI/pageindex-mcp | 60.6 | 261 | 1mo ago | TypeScript |
| 15 | spring-ai-community/spring-ai-playground | 59.4 | 98 | 19d ago | Java |
| 16 | kahliburke/Kaimon.jl | 59.1 | 27 | 3d ago | Julia |
| 17 | artk0de/TeaRAGs-MCP | 58.9 | 10 | 3d ago | TypeScript |
| 18 | yoanbernabeu/S3-Documentation-MCP-Server | 58.2 | 7 | 4d ago | TypeScript |
| 19 | drcrypterdotru/sqlmap-skynet | 57.4 | 82 | 18d ago | Python |
| 20 | SerPeter/code-atlas | 56.6 | 5 | 9d ago | Python |
| 21 | 1ch1n/mychatarchive | 56.5 | 19 | 5d ago | Python |
| 22 | hangwin/mcp-chrome | 56.2 | 11k | 2mo ago | TypeScript |
| 23 | Hyperkorn/qdrant-neo4j-crawl4ai-mcp | 56.0 | 2 | 2d ago | Python |
| 24 | apify/mcp-server-rag-web-browser | 55.5 | 198 | 6mo ago | JavaScript |
| 25 | vm-wylbur/claude-mem | 55.4 | 6 | 13d ago | TypeScript |
| 26 | ValerianRey/RagThisCode | 55.3 | 4 | 6d ago | Python |
| 27 | stevereiner/flexible-graphrag | 54.9 | 112 | 4d ago | Python |
| 28 | aeriondyseti/vector-memory-mcp | 54.8 | 3 | 4d ago | TypeScript |
| 29 | besslframework-stack/project-tessera | 54.8 | 8 | 3d ago | Python |
| 30 | DefendTheDisabled/courtlistener-mcp | 54.3 | 1 | 9d ago | Python |
| 31 | Ruso-0/tokenguard | 54.2 | 2 | 3d ago | TypeScript |
| 32 | softerist/heuristic-mcp | 54.1 | 21 | 19d ago | JavaScript |
| 33 | intent-solutions-io/intent-mail | 53.8 | 1 | 10d ago | TypeScript |
| 34 | shetty4l/engram | 53.6 | 2 | 8d ago | TypeScript |
| 35 | zilliztech/mcp-server-milvus | 53.6 | 220 | 2mo ago | Python |
| 36 | dereklei12/zed-mcp-server-threadbridge | 53.5 | 3 | 10d ago | Rust |
| 37 | CiscoDevNet/devnet-content-search-mcp | 53.3 | 1 | 4d ago | — |
| 38 | smallthinkingmachines/semantic-code-mcp | 53.3 | 1 | 4d ago | TypeScript |
| 39 | iSamBa/pdf2mcp | 53.3 | 1 | 3d ago | Python |
| 40 | JonasWZW/agentic-api-rag-mcpserver | 53.3 | 1 | 4d ago | Python |
| 41 | WazzaMo/vecfs | 53.1 | 8 | 16d ago | TypeScript |
| 42 | Razpines/UnityRAG | 53.0 | 6 | 15d ago | Python |
| 43 | botextractai/ai-web-agent-rag | 52.9 | 8 | 3d ago | TypeScript |
| 44 | nkapila6/mcp-local-rag | 52.8 | 118 | 8d ago | Python |
| 45 | elvismdev/mem0-mcp-selfhosted | 52.8 | 43 | 4d ago | Python |
| 46 | qdrant/mcp-server-qdrant | 52.7 | 1.3k | 1mo ago | Python |
| 47 | di5rupt0r/codebase-rag | 52.7 | 7 | 3d ago | Python |
| 48 | borro/ragcli | 52.3 | 2 | 3d ago | Go |
| 49 | jerry-ai-dev/MODULAR-RAG-MCP-SERVER | 52.3 | 188 | 6d ago | Python |
| 50 | chroma-core/chroma-mcp | 52.0 | 515 | 6mo ago | Python |
| 51 | KotDath/aurora-grimoire | 52.0 | 1 | 15d ago | Rust |
| 52 | proofgeist/obsidian-notes-rag | 51.8 | 3 | 15d ago | Python |
| 53 | optave/codegraph | 51.8 | 27 | 3d ago | JavaScript |
| 54 | multidimensionalcats/kanban-mcp | 51.7 | 67 | 7d ago | Python |
| 55 | mknb66/mini-doubao | 51.5 | 5 | 8d ago | Java |
| 56 | markramm/pyrite | 51.2 | 1 | 7d ago | Python |
| 57 | DevNexsler/RAG-In-A-Box | 51.1 | 3 | 3d ago | Python |
| 58 | rbrcurtis/shared-agent-memory | 50.8 | 1 | 6d ago | TypeScript |
| 59 | ham-zax/satori | 50.7 | 2 | 16d ago | TypeScript |
| 60 | h7lu/RiMCP_hybrid | 50.6 | 40 | 25d ago | C# |
| 61 | zloeber/terraform-ingest | 50.6 | 4 | 19d ago | Python |
| 62 | pantalytics/pan_ai_pro | 50.5 | 2 | 12d ago | Python |
| 63 | srclight/srclight | 50.4 | 14 | 7d ago | Python |
| 64 | sderosiaux/mdvault | 50.3 | 1 | 15d ago | Python |
| 65 | jerrelblankenship/jb-kibana-mcp | 50.3 | 1 | 10d ago | TypeScript |
| 66 | DustyWalker/skill-router | 50.3 | 1 | 15d ago | JavaScript |
| 67 | us/qex | 50.2 | 2 | 13d ago | Rust |
| 68 | ByteTitan-star/Agent_SoulMate | 50.1 | 3 | 14d ago | Python |
| 69 | get-zeked/ai-agent-super-skill | 50.1 | 2 | 13d ago | — |
| 70 | vrppaul/semantic-code-mcp | 50.0 | 2 | 8d ago | Python |
| 71 | lstudlo/ScholarMCP | 50.0 | 12 | 6d ago | TypeScript |
| 72 | alanshaka-real/claude-ai-memory | 50.0 | 1 | 15d ago | Python |
| 73 | ElvinBayramov/Markdown-RAG-MCP-Server | 49.9 | 1 | 16d ago | Python |
| 74 | bborbe/semantic-search | 49.8 | 1 | 16d ago | Python |
| 75 | blueraai/bluera-knowledge | 49.7 | 10 | 4d ago | TypeScript |
| 76 | kapillamba4/code-memory | 49.7 | 24 | 3d ago | Python |
| 77 | yj-liuzepeng/rag-mcp-server | 49.6 | 5 | 7d ago | Python |
| 78 | kvnpetit/structured-repo-context-mcp | 49.5 | 1 | 17d ago | TypeScript |
| 79 | one710/consciousness | 49.3 | 3 | 21d ago | TypeScript |
| 80 | 0xK3vin/MegaMemory | 49.3 | 62 | 13d ago | TypeScript |
| 81 | appler1009/meta-mcp-search | 49.3 | 1 | 7d ago | TypeScript |
| 82 | BingoWon/apple-rag-mcp | 49.3 | 110 | 3d ago | TypeScript |
| 83 | Ashutosh0x/recall-ai | 49.2 | 2 | 15d ago | TypeScript |
| 84 | flupkede/codesearch | 49.2 | 2 | 20d ago | Rust |
| 85 | nonatofabio/local_faiss_mcp | 49.1 | 24 | 8d ago | Python |
| 86 | quintant/lumora | 49.0 | 2 | 11d ago | Rust |
| 87 | TanmayRawal/rag-mcp-server | 49.0 | 1 | 4d ago | Jupyter Notebook |
| 88 | IBazylchuk/paparats-mcp | 48.7 | 6 | 6d ago | TypeScript |
| 89 | jcfischer/supertag-cli | 48.6 | 35 | 12d ago | TypeScript |
| 90 | apolosan/design_patterns_mcp | 48.6 | 18 | 1mo ago | TypeScript |
| 91 | Context42-io/context42 | 48.6 | 2 | 22d ago | Python |
| 92 | oneKn8/mcp-memory | 48.3 | 1 | 20d ago | Python |
| 93 | Zahaawii/Zahaawii-stack | 47.9 | 1 | 11d ago | Java |
| 94 | BhagyeshRashinkar/mcp-pdf-server | 47.9 | 1 | 11d ago | TypeScript |
| 95 | jardhel/seu-claude | 47.7 | 12 | 1mo ago | TypeScript |
| 96 | ipiton/agent-memory-mcp | 47.4 | 12 | 9d ago | Go |
| 97 | erancha/Summaries.AI-public | 47.4 | 1 | 18d ago | — |
| 98 | nobitalqs/MODULAR-RAG-MCP-SERVER | 47.4 | 1 | 13d ago | Python |
| 99 | VecGrep/vecgrep | 47.3 | 8 | 12d ago | Python |
| 100 | sfrangulov/chroma-memory-mcp | 47.2 | 1 | 13d ago | JavaScript |
| 101 | omarkamali/semango | 46.8 | 1 | 29d ago | C++ |
| 102 | iamjpsharma/fremem | 46.8 | 1 | 24d ago | Python |
| 103 | mdrideout/viberag | 46.4 | 9 | 1mo ago | TypeScript |
| 104 | marmyx77/omni-ai-mcp | 46.2 | 2 | 8d ago | Python |
| 105 | tensakulabs/mem0-mcp | 46.1 | 3 | 1mo ago | Python |
| 106 | prateekmishraptma/RAG_with_MCP | 46.1 | 1 | 16d ago | Jupyter Notebook |
| 107 | ChrisGVE/workspace-qdrant-mcp | 45.9 | 1 | 3d ago | Rust |
| 108 | ry-ops/qdrant-fabric | 45.9 | 1 | 2d ago | Python |
| 109 | JoaoMorais03/Tiburcio | 45.8 | 1 | 7d ago | TypeScript |
| 110 | NeuralRays/codexray | 45.7 | 2 | 1mo ago | TypeScript |
| 111 | flytohub/flyto-indexer | 45.6 | 3 | 3d ago | Python |
| 112 | sowmith95/KnowledgeHub | 45.6 | 1 | 22d ago | Python |
| 113 | kvncampos/nautobot_mcp | 45.5 | 11 | 13d ago | Python |
| 114 | f-liva/mantis-mcp | 45.4 | 1 | 18d ago | TypeScript |
| 115 | cluster2600/zvec-mcp | 45.3 | 1 | 18d ago | Python |
| 116 | FellowQuant/rag-server | 45.2 | 1 | 24d ago | Python |
| 117 | tkykenmt/opensearch-docs-search | 45.1 | 2 | 1mo ago | Python |
| 118 | provectus/awos-recruitment | 45.0 | 6 | 3d ago | Python |
| 119 | nicholaspsmith/Glancey | 44.9 | 2 | 5d ago | TypeScript |
| 120 | jeffgreendesign/textrawl | 44.9 | 3 | 8d ago | TypeScript |
| 121 | khalidsaidi/ragmap | 44.9 | 2 | 7d ago | TypeScript |
| 122 | rsanandres/atlas_mcp | 44.9 | 1 | 29d ago | Python |
| 123 | AmberLee2427/nancy-brain | 44.9 | 2 | 7d ago | Python |
| 124 | gogabrielordonez/mcp-ragchat | 44.8 | 1 | 25d ago | TypeScript |
| 125 | fencith/openviking-mcp | 44.7 | 4 | 25d ago | Python |
| 126 | omega-memory/memorystress | 44.6 | 1 | 1mo ago | Python |
| 127 | shadynagy111-eng/Macro-Pulse-Deterministic-Financial-Sentiment-Screener | 44.6 | 1 | 1mo ago | Jupyter Notebook |
| 128 | vmlinuzx/llmc | 44.5 | 31 | 27d ago | Python |
| 129 | timothywarner-org/context-engineering | 44.4 | 17 | 24d ago | Python |
| 130 | Brainwires/project-rag | 44.4 | 4 | 1mo ago | Rust |
| 131 | RobinsonFred/knowledge_assistant | 44.4 | 1 | 1mo ago | Python |
| 132 | Shivansh-UD/Insight-Agent | 44.3 | 1 | 21d ago | Python |
| 133 | monofuel/Regen | 44.1 | 1 | 25d ago | Nim |
| 134 | henrychong-ai/mcp-neo4j-knowledge-graph | 44.0 | 1 | 3d ago | TypeScript |
| 135 | UrbanDiver/local-deepwiki-mcp | 44.0 | 1 | 3d ago | Python |
| 136 | arthurmgraf/graphmind | 44.0 | 1 | 2d ago | Python |
| 137 | emersonmccuin-pixel/project-kg | 44.0 | 1 | 22d ago | Python |
| 138 | opensearch-project/opensearch-mcp-server-py | 44.0 | 111 | 5d ago | Python |
| 139 | ZodOpen/mcp-chrome | 43.9 | 1 | 1mo ago | TypeScript |
| 140 | doublemover/PairOfCleats | 43.7 | 3 | 3d ago | JavaScript |
| 141 | devforgely/ai-manus | 43.6 | 1 | 28d ago | Java |
| 142 | Ruy41321/MyChatBot | 43.6 | 1 | 23d ago | Python |
| 143 | disco-trooper/apple-notes-mcp | 43.6 | 3 | 1mo ago | TypeScript |
| 144 | xingyulu23/Academix | 43.5 | 3 | 1mo ago | Python |
| 145 | Milliman-CMHH/mcp-local-rag | 43.1 | 2 | 3d ago | Python |
| 146 | yksanjo/mcp-discovery | 42.6 | 4 | 21d ago | TypeScript |
| 147 | JMRussas/mcp-rag | 42.2 | 1 | 5d ago | Python |
| 148 | recursive-vibe/smart-fork | 42.1 | 8 | 1mo ago | Python |
| 149 | KumarVandit/starmap | 41.8 | 1 | 1mo ago | Python |
| 150 | jghiringhelli/codeseeker | 41.7 | 9 | 13d ago | TypeScript |
| 151 | olafgeibig/knowledge-mcp | 41.7 | 38 | 1mo ago | Python |
| 152 | nalindard/ai-online-store | 41.6 | 1 | 1mo ago | TypeScript |
| 153 | suatkocar/codegraph | 41.5 | 1 | 13d ago | Rust |
| 154 | srfrog/goldie-mcp | 41.1 | 3 | 1mo ago | Go |
| 155 | illegal-instruction-co/rememex | 41.1 | 55 | 25d ago | Rust |
| 156 | joinQuantish/codebase-rag | 40.7 | 1 | 1mo ago | TypeScript |
| 157 | gogogadgetbytes/smart-connections-mcp | 40.7 | 1 | 1mo ago | TypeScript |
| 158 | elastic/semantic-code-search-mcp-server | 39.8 | 10 | 3d ago | TypeScript |
| 159 | npcomplete777/ElasticSearch-mcp | 39.7 | 1 | 27d ago | Go |
| 160 | aws-samples/sample-nova-sonic-speech2speech-webrtc | 39.6 | 13 | 1mo ago | Python |
| 161 | BrenoAV/mcp-research-assistant | 39.6 | 4 | 1mo ago | Python |
| 162 | xbghc/semanticscholar-mcp | 39.5 | 2 | 1mo ago | TypeScript |
| 163 | RhydianJenkins/seek | 39.2 | 1 | 1mo ago | Go |
| 164 | sumitparakh/ai-collections | 39.2 | 1 | 15d ago | Python |
| 165 | Daniel-Barta/mcp-rag-server | 39.0 | 5 | 1mo ago | TypeScript |
| 166 | divmgl/clancey | 38.7 | 9 | 1mo ago | TypeScript |
| 167 | Eventual-Inc/local-image-search | 38.5 | 3 | 1mo ago | Python |
| 168 | wrxck/srag | 38.5 | 20 | 1mo ago | Rust |
| 169 | eztakesin/doc-indexer-mcp | 38.5 | 1 | 1mo ago | Rust |
| 170 | u9401066/HyperHierarchicalRAG | 38.3 | 2 | 29d ago | Python |
| 171 | harperreed/memory | 38.2 | 4 | 1mo ago | Go |
| 172 | omar-haris/smart-coding-mcp | 38.1 | 191 | 2mo ago | JavaScript |
| 173 | ItBurnsWhenICommit/lancer-mcp | 37.8 | 4 | 1mo ago | C# |
| 174 | faxioman/code-sage | 37.7 | 6 | 1mo ago | Rust |
| 175 | Aman-CERP/amanmcp | 37.5 | 3 | 1mo ago | Go |
| 176 | anilcancakir/skillsmp-mcp-server | 37.4 | 3 | 1mo ago | TypeScript |
| 177 | ProctorU/mcp-tools | 37.2 | 1 | 1mo ago | JavaScript |
| 178 | anrgct/autodev-codebase | 36.9 | 111 | 1mo ago | TypeScript |
| 179 | Wildcard-Official/deepcontext-mcp | 36.9 | 270 | 5mo ago | TypeScript |
| 180 | serkanyasr/rag-anythink-mcp | 36.8 | 5 | 1mo ago | Python |
| 181 | avenoxai/epstein-llm-friendly | 36.5 | 1 | 1mo ago | Python |
| 182 | Alby2007/PLTM-Claude | 36.4 | 6 | 1mo ago | Python |
| 183 | MarianMacik/slack-smart-search | 36.4 | 1 | 1mo ago | Python |
| 184 | jaksm/expo-docs-mcp | 36.3 | 2 | 1mo ago | TypeScript |
| 185 | pengbo-web/rag-mcp-server-main | 36.2 | 1 | 1mo ago | Python |
| 186 | Strand-AI/paper-intelligence | 36.0 | 4 | 1mo ago | Python |
| 187 | SDM002/Agentic-AI-ChatBot-MCP | 35.8 | 1 | 1mo ago | Python |
| 188 | NET-OF-BEING/context-continuity-mcp | 35.6 | 1 | 1mo ago | Python |
| 189 | zoonderkins/augment-lite-mcp | 35.2 | 2 | 1mo ago | Python |
| 190 | 45nivas/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- | 35.1 | 1 | 1mo ago | Python |
| 191 | mpnikhil/lenny-rag-mcp | 34.7 | 4 | 1mo ago | Python |
| 192 | marcus-waldman/litrev_mcp | 34.5 | 1 | 1mo ago | Python |
| 193 | thiagoaramizo/vetorial-search-service | 34.4 | 1 | 1mo ago | TypeScript |
| 194 | viamus/mcp-azure-storage-account | 34.3 | 1 | 1mo ago | C# |
| 195 | RafalWilinski/mcp-apple-notes | 34.0 | 365 | 1y ago | TypeScript |
| 196 | Mirrdhyn/code-rag-mcp | 34.0 | 5 | 2mo ago | Go |
| 197 | TocharianOU/elasticsearch-mcp | 33.7 | 5 | 1mo ago | TypeScript |
| 198 | noetic-sys/index | 33.6 | 1 | 1mo ago | Rust |
| 199 | Casey-Hemingway/semantic-image-search-mcp | 33.6 | 1 | 2mo ago | Python |
| 200 | machhakiran/kavi-research-assistant-mcp | 33.5 | 1 | 2mo ago | Python |
| 201 | sanketh91/DailyPost-mcp-t1 | 33.2 | 1 | 1mo ago | Python |
| 202 | Eonchpy/Aurora | 33.2 | 14 | 2mo ago | Python |
| 203 | haelyons/local_flow | 32.9 | 1 | 1mo ago | Python |
| 204 | fabiosleal/sona-structured-object-notation-architecture | 32.8 | 1 | 1mo ago | Python |
| 205 | pzalutski-pixel/javalens-mcp | 32.2 | 7 | 2mo ago | Java |
| 206 | molaco/rust-code-mcp | 32.1 | 10 | 1mo ago | Rust |
| 207 | qduc/code-rag | 32.0 | 1 | 2mo ago | Python |
| 208 | aaronmeis/rag-chatbot-mcp | 32.0 | 1 | 2mo ago | Python |
| 209 | moorcheh-ai/moorcheh-mcp | 31.9 | 2 | 2mo ago | JavaScript |
| 210 | xplusplusai/fo-semantic-mcp | 31.8 | 5 | 1mo ago | — |
| 211 | wenjtop/LangChainDemo | 31.6 | 1 | 2mo ago | HTML |
| 212 | jonny-jhnson/EventSight | 31.5 | 36 | 2mo ago | Python |
| 213 | rohithmahesh3/mcp-semantic-search | 31.4 | 1 | 2mo ago | Python |
| 214 | npcarter2025/Agentic_AI_Sandbox | 31.4 | 1 | 1mo ago | Python |
| 215 | YomnaWaleed/mcp_agent_dev_kit | 31.0 | 1 | 2mo ago | Python |
| 216 | techietag/spring-ai-agent | 30.7 | 2 | 2mo ago | Java |
| 217 | Vany/totalrecall | 30.7 | 1 | 2mo ago | Rust |
| 218 | prmichaelsen/index | 30.6 | 1 | 1mo ago | TypeScript |
| 219 | kokogo100/ragalgo-mcp-server | 30.4 | 4 | 1mo ago | JavaScript |
| 220 | kwanLeeFrmVi/mcp-rag-server | 30.3 | 25 | 11mo ago | TypeScript |
| 221 | bryankthompson/mcp-server-qdrant-enhanced | 30.3 | 1 | 2mo ago | Python |
| 222 | rileylemm/graphrag_mcp | 30.2 | 57 | 11mo ago | Python |
| 223 | akbarsahata/pdf-mcp-rag | 30.0 | 1 | 2mo ago | Python |
| 224 | MIMICLab/DocsRay | 29.7 | 22 | 4mo ago | Python |
| 225 | newtfire/digitai | 29.3 | 2 | 2mo ago | Python |
| 226 | agentset-ai/mcp-server | 28.7 | 26 | 9mo ago | JavaScript |
| 227 | Kannaseka/Dental-AI-Treament-Planner | 28.6 | 1 | 2mo ago | Python |
| 228 | PerkyZZ999/MemorizedMCP | 28.5 | 5 | 4mo ago | Rust |
| 229 | patakuti/local-knowledge-rag-mcp | 28.5 | 7 | 3mo ago | TypeScript |
| 230 | Mnehmos/mnehmos.index-foundry.mcp | 28.4 | 6 | 2mo ago | TypeScript |
| 231 | awesimon/elasticsearch-mcp | 28.2 | 18 | 7mo ago | TypeScript |
| 232 | neo4j-field/mcp-neo4j-vectordb | 28.0 | 2 | 3mo ago | Python |
| 233 | benhaotang/mcp-semantic-scholar-server | 27.9 | 20 | 11mo ago | Python |
| 234 | dcavadia/financial-mcp-agent | 27.7 | 4 | 5mo ago | HTML |
| 235 | RichDavidMu/hexo-blog-rag-mcp | 27.6 | 1 | 2mo ago | TypeScript |
| 236 | lastmile-ai/mcp-registry-search | 27.4 | 9 | 5mo ago | Python |
| 237 | athapong/aio-mcp | 27.4 | 34 | 9mo ago | Go |
| 238 | mobalab/wp-rag-mcp-server-dxt | 27.3 | 1 | 1mo ago | TypeScript |
| 239 | cardea-mcp/agentic-search | 27.3 | 9 | 3mo ago | Rust |
| 240 | maxzrff/KnowledgeMCP | 27.3 | 5 | 3mo ago | Python |
| 241 | NagarajMasub/local-rag-knowledgebase-mcp | 27.3 | 1 | 2mo ago | Python |
| 242 | PatrykIti/blender-ai-mcp | 27.0 | 6 | 2mo ago | Python |
| 243 | freakynit/snippets-mcp | 26.9 | 1 | 3mo ago | JavaScript |
| 244 | pythpythpython/openstax-mcp-server | 26.9 | 1 | 3mo ago | TypeScript |
| 245 | ZakariaEisa/Chat-ANYTHING | 26.9 | 2 | 4mo ago | Python |
| 246 | jieyefriic/code-context | 26.8 | 1 | 3mo ago | Python |
| 247 | seohyunjun/opensearch-mcp-server | 26.8 | 11 | 10mo ago | Python |
| 248 | AeaZer/mcp-elasticsearch | 26.7 | 9 | 7mo ago | Go |
| 249 | king-of-the-grackles/reddit-research-mcp | 26.5 | 91 | 3mo ago | Python |
| 250 | carlisia/mcp-factcheck | 26.5 | 3 | 3mo ago | Go |
| 251 | mjangali94/langchain-playground | 26.4 | 4 | 2mo ago | Python |
| 252 | extrawest/chatbot-with-vector-store-memory-mcp-tools-and-voice-mode | 26.4 | 3 | 8mo ago | Dart |
| 253 | flarexio/mcpblade | 26.4 | 3 | 8mo ago | Go |
| 254 | enablis-co/google-drive-mcp | 26.3 | 1 | 4mo ago | TypeScript |
| 255 | y3i12/nabu_nisaba | 26.2 | 3 | 4mo ago | Python |
| 256 | NSANTRA/RAG-MCP-Server | 26.2 | 1 | 4mo ago | Python |
| 257 | alexchilton/CAS_NLP_Module3_Calibre_Project | 26.1 | 2 | 3mo ago | Python |
| 258 | serkanyasr/agent_tiers | 26.0 | 1 | 4mo ago | Python |
| 259 | RoryMB/LocalKB | 26.0 | 2 | 7mo ago | Python |
| 260 | pedarias/langgraph-rag-mcp | 25.9 | 16 | 8mo ago | Jupyter Notebook |
| 261 | Ayushidata/IMB-movie-review-RAG-development | 25.8 | 1 | 2mo ago | Jupyter Notebook |
| 262 | kerim/zotero-mcp-skill | 25.8 | 3 | 4mo ago | — |
| 263 | PancrePal-xiaoyibao/get_biji_mcp | 25.8 | 2 | 2mo ago | TypeScript |
| 264 | RGGH/mcp-qdrant | 25.7 | 2 | 1mo ago | Rust |
| 265 | codeprysm/codeprysm | 25.6 | 1 | 2mo ago | Rust |
| 266 | xiaoxu123195/ace-mcp-go | 25.6 | 2 | 4mo ago | Go |
| 267 | calumjs/GitHub.Issue.Searcher.MCP | 25.6 | 2 | 9mo ago | Python |
| 268 | Particular-Audience/adaptive-transformer-search-mcp | 25.6 | 5 | 7mo ago | Python |
| 269 | goldbar123467/AI-RAG-for-MCP-Server-and-Ai-Agents | 25.6 | 1 | 2mo ago | Python |
| 270 | VadimDu/Local_LLMs_stuff | 25.5 | 1 | 5mo ago | Jupyter Notebook |
| 271 | wesleygriffin/pdfrag | 25.5 | 2 | 4mo ago | Python |
| 272 | bbssppllvv/apple-docs-mcp-server | 25.4 | 4 | 6mo ago | JavaScript |
| 273 | blakazulu/search-mcp | 25.4 | 3 | 2mo ago | TypeScript |
| 274 | YongyanLiututu/Yan-AutoTravel- | 25.4 | 59 | 2mo ago | Java |
| 275 | rmtech1/txtai-assistant-mcp | 25.4 | 14 | 10mo ago | Python |
| 276 | zakariaelaoufi/deepref-mcp | 25.3 | 1 | 6mo ago | Python |
| 277 | silbaram/elasticsearch-mcp-server | 25.3 | 5 | 9mo ago | Java |
| 278 | samoilenkoalex/AI-Chatbot-with-Vector-Store-Memory-and-MCP-tools | 25.2 | 1 | 6mo ago | Dart |
| 279 | NocturnLabs/opencode-personal-knowledge | 25.2 | 8 | 3mo ago | TypeScript |
| 280 | EdmondFrank/mcp-probe-go | 25.1 | 1 | 7mo ago | Go |
| 281 | Cedriccmh/mcp-qdrant-custom | 25.1 | 2 | 4mo ago | Python |
| 282 | felix-windsor/Obsidian-Lumina-MCP | 25.1 | 2 | 2mo ago | TypeScript |
| 283 | SunilVarma24/agentic-rag-mcp-chatbot | 25.0 | 1 | 7mo ago | Python |
| 284 | ryansatj/MCP-Python | 25.0 | 1 | 7mo ago | Python |
| 285 | angrysky56/emotion_ai | 25.0 | 10 | 8mo ago | Python |
| 286 | praveenc/cloudscape-docs-mcp | 25.0 | 1 | 3mo ago | Python |
| 287 | suwa-sh/local-RAG-backend | 25.0 | 1 | 7mo ago | Python |
| 288 | nitishagar/OTel-query-mcp | 24.9 | 1 | 8mo ago | Python |
| 289 | jtsang4/better-qdrant-mcp | 24.8 | 1 | 3mo ago | Python |
| 290 | Luxter77/MCP-KBDB | 24.8 | 3 | 7mo ago | Python |
| 291 | Denyme24/CaseCanopy | 24.7 | 1 | 9mo ago | TypeScript |
| 292 | betmoar/FastApply-MCP | 24.7 | 6 | 5mo ago | Python |
| 293 | gokeep-projects/elasticsearch-mcp-server | 24.7 | 1 | 3mo ago | Java |
| 294 | AnshBhanushali/DocuQuest | 24.7 | 1 | 9mo ago | Python |
| 295 | shabib87/supernova-mcp-rag | 24.6 | 1 | 10mo ago | TypeScript |
| 296 | myonathanlinkedin/mcp-rag-scanner | 24.6 | 1 | 10mo ago | C# |
| 297 | Newform-AI/tiktok-api-docs-mcp | 24.6 | 1 | 4mo ago | TypeScript |
| 298 | gnix45/Wazuh_MCP_SERVER | 24.6 | 2 | 5mo ago | Python |
| 299 | mindover-me/mcp-demo | 24.5 | 1 | 11mo ago | Python |
| 300 | sirmews/mcp-pinecone archived | 24.5 | 148 | 1y ago | Python |
| 301 | DosiBridge/dosibridge-agent-CE | 24.5 | 2 | 3mo ago | TypeScript |
| 302 | yangtengze/LLM-utils | 24.4 | 3 | 9mo ago | JavaScript |
| 303 | RobThePCGuy/Claude-Patent-Creator | 24.2 | 36 | 3mo ago | Python |
| 304 | Shawnzheng011019/milvus-sdk-code-helper | 24.1 | 2 | 7mo ago | Python |
| 305 | vignesht30/mistral-test | 24.1 | 5 | 2mo ago | Python |
| 306 | iahiram/Modular-FAQ-Agent-with-MCP | 23.9 | 1 | 2mo ago | HTML |
| 307 | fazzlus/appler | 23.9 | 10 | 5mo ago | TypeScript |
| 308 | saleemh/doc-ingestor | 23.8 | 5 | 7mo ago | Python |
| 309 | qdrant/mcp-for-docs | 23.7 | 8 | 5mo ago | Python |
| 310 | ryddle/rag-mcp | 23.7 | 1 | 3mo ago | Python |
| 311 | baryhuang/mcp-server-any-openapi | 23.6 | 81 | 11mo ago | Python |
| 312 | butelo/mcp-dicionario-da-rag | 23.6 | 2 | 11mo ago | TypeScript |
| 313 | willccbb/imessage-mcp | 23.4 | 14 | 1y ago | Python |
| 314 | jarmentor/codebase-contextifier-9000 | 23.4 | 2 | 4mo ago | Python |
| 315 | mohandshamada/RAG-MCP | 23.4 | 2 | 3mo ago | Python |
| 316 | mpx-ecology/mcp-server-rag | 23.3 | 6 | 8mo ago | TypeScript |
| 317 | codeMaestro78/markdown-notes-mcp | 23.3 | 3 | 6mo ago | Python |
| 318 | aditya452007/Ai-Agents | 23.3 | 1 | 3mo ago | Jupyter Notebook |
| 319 | KamaRajeshbabu/agentic-rag-chatbot | 23.1 | 1 | 7mo ago | Python |
| 320 | dhowfeekhasan/RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol | 23.1 | 2 | 5mo ago | Python |
| 321 | danyQe/codebase-mcp | 23.1 | 37 | 5mo ago | Python |
| 322 | ashishpatel26/Agentic-RAG-with-MCP-Server | 23.1 | 35 | 10mo ago | Python |
| 323 | tailabs/mcp-milvus | 23.0 | 1 | 8mo ago | Go |
| 324 | andrewlwn77/qdrant-mcp | 23.0 | 1 | 8mo ago | Python |
| 325 | genieincodebottle/rag-app-on-aws | 23.0 | 55 | 8mo ago | Python |
| 326 | Geoffrey-42/rag-groundx-mcp-server | 23.0 | 1 | 8mo ago | Python |
| 327 | lambda-capture/mcp-server | 23.0 | 10 | 9mo ago | JavaScript |
| 328 | NanGePlus/RagWithMilvusTest | 22.9 | 40 | 6mo ago | Python |
| 329 | phanithlim/chroma-mcp-server | 22.9 | 1 | 8mo ago | Python |
| 330 | PlumyCat/mcp-memory-server | 22.9 | 1 | 8mo ago | TypeScript |
| 331 | giuliolibrando/llm-rag-mcp-example | 22.9 | 1 | 3mo ago | Python |
| 332 | fintools-ai/rag-mcp | 22.8 | 3 | 7mo ago | Python |
| 333 | vishalmysore/mcp-rag-server | 22.8 | 1 | 9mo ago | Java |
| 334 | lizTheDeveloper/pdf-indexer-mcp | 22.6 | 1 | 4mo ago | Python |
| 335 | movetz/mcp-vectordb-optimizer | 22.6 | 8 | 9mo ago | — |
| 336 | needle-ai/needle-mcp | 22.5 | 96 | 7mo ago | Python |
| 337 | manoharpalanisamy/Updated-Langchain-Series | 22.5 | 1 | 1y ago | Jupyter Notebook |
| 338 | bluewings1211/codebase-RAG | 22.5 | 14 | 3mo ago | Python |
| 339 | lhstorm/mcp_server_knowledge_engine | 22.5 | 3 | 4mo ago | Python |
| 340 | nam20485/advanced-memory | 22.5 | 2 | 6mo ago | Python |
| 341 | virex-84/SampleMcpServer | 22.3 | 3 | 4mo ago | C# |
| 342 | chakrateja70/Agentic-RAG-Chatbot | 22.3 | 2 | 7mo ago | Python |
| 343 | automataIA/mcp-py-json-doc | 22.1 | 2 | 7mo ago | Python |
| 344 | lyndonkl/graphragmcp | 22.1 | 1 | 5mo ago | Python |
| 345 | alejandro-ao/RAG-MCP | 22.1 | 4 | 5mo ago | Jupyter Notebook |
| 346 | Octodet/elasticsearch-mcp | 22.1 | 3 | 8mo ago | JavaScript |
| 347 | bmadigan/laravel-ai-log-analysis | 22.1 | 3 | 4mo ago | PHP |
| 348 | city-of-san-francisco/sf-rag-utils | 22.0 | 1 | 1mo ago | TypeScript |
| 349 | jl0703/finance-agentic-rag-chatbot | 22.0 | 1 | 5mo ago | Python |
| 350 | robaita/gen_ai_tutorials | 22.0 | 2 | 9mo ago | Jupyter Notebook |
| 351 | chakrikaguttameedi/agentic-rag-chatbot | 21.9 | 5 | 7mo ago | Python |
| 352 | Ayush-k-Shukla/gmail-mcp-server | 21.9 | 6 | 9mo ago | TypeScript |
| 353 | cbunting99/enhanced-mcp-memory | 21.9 | 30 | 7mo ago | Python |
| 354 | annali/HistorIQ | 21.9 | 2 | 9mo ago | HTML |
| 355 | garrardkitchen/ai-chat-example | 21.8 | 2 | 10mo ago | C# |
| 356 | gamma-omg/go-rag | 21.8 | 1 | 4mo ago | Go |
| 357 | ImVirtue/RagChatbot_MCPServer | 21.8 | 6 | 11mo ago | Python |
| 358 | GongLingRui/AIAgent | 21.8 | 2 | 10mo ago | Jupyter Notebook |
| 359 | Manchulaharshitha/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol | 21.7 | 1 | 6mo ago | Python |
| 360 | sathyaNarayanC/mcp-rag-server | 21.6 | 1 | 6mo ago | Python |
| 361 | weaviate/mcp-server-weaviate | 21.6 | 161 | 9mo ago | Go |
| 362 | SHMISHRA666/Agentic_AI_Hybrid_Planning_Decision_Making | 21.6 | 1 | 6mo ago | Python |
| 363 | mauricekastelijn/mcp-code-context | 21.6 | 2 | 4mo ago | PowerShell |
| 364 | sshashankshekhar30/AI-Concierge-with-Java-Spring-Boot-End-to-End-Blueprint-Voice-Avatar-Agent-Tools- | 21.5 | 1 | 6mo ago | — |
| 365 | rajagopal17/mcpRAG | 21.4 | 1 | 3mo ago | Python |
| 366 | ShawnKyzer/fastapi-mcp | 21.4 | 1 | 7mo ago | Python |
| 367 | MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- | 21.3 | 1 | 7mo ago | Python |
| 368 | Sibuninja/AI-docs-assistant | 21.3 | 1 | 7mo ago | Python |
| 369 | danijeun/fanar-mcp-server | 21.3 | 1 | 7mo ago | JavaScript |
| 370 | samrasugu/mcp-server | 21.3 | 1 | 7mo ago | TypeScript |
| 371 | jinilpatel7/Agentic-RAG-MCP-Chatbot | 21.3 | 1 | 7mo ago | Python |
| 372 | Chintalasrikar/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol | 21.3 | 1 | 7mo ago | Python |
| 373 | Ravitejaa45/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- | 21.3 | 1 | 7mo ago | Python |
| 374 | adityavarmaaa/rag-chatbot | 21.2 | 1 | 7mo ago | PowerShell |
| 375 | rak-shi/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-MCP | 21.2 | 1 | 8mo ago | — |
| 376 | kushaljain0/CareerCoachAI | 21.2 | 1 | 8mo ago | Python |
| 377 | kavyasri-12/Agentic_RAG | 21.1 | 1 | 8mo ago | Python |
| 378 | vamsi10010/codeminder | 21.1 | 1 | 3mo ago | Python |
| 379 | RECTOR-LABS/markitdown-mcp-server | 21.0 | 1 | 4mo ago | Shell |
| 380 | alexhholmes/mcp-obsidian | 21.0 | 2 | 5mo ago | Python |
| 381 | sachin0034/Financial-Risk-and-Compliance-Manager---A2A | 21.0 | 1 | 9mo ago | Python |
| 382 | wishdudu/Streamlit-MCP | 20.9 | 1 | 10mo ago | Python |
| 383 | ixiion001/openai-filesearch-mcp | 20.9 | 1 | 10mo ago | TypeScript |
| 384 | pesichow/agentic-rag-chatbot | 20.9 | 2 | 5mo ago | Python |
| 385 | dzikrisyairozi/rag-mcp-pipeline-research | 20.8 | 1 | 11mo ago | Python |
| 386 | timerickson/personal-rag-mcp | 20.8 | 1 | 4mo ago | Python |
| 387 | ramalamadingdong/frc-rag-mcpserver | 20.8 | 17 | 3mo ago | Python |
| 388 | bjeremy23/rag-server | 20.8 | 1 | 4mo ago | Python |
| 389 | Snorman-zzz/stock-trading-bot | 20.8 | 1 | 1y ago | Python |
| 390 | iteam1/mcp-server-weaviate | 20.8 | 1 | 3mo ago | Python |
| 391 | M1T8E6/RAG-MCP | 20.8 | 3 | 9mo ago | Python |
| 392 | yzfly/fullscope-mcp-server | 20.8 | 11 | 9mo ago | Python |
| 393 | irtazaaslam/Research-Tool-using-RAG | 20.7 | 1 | 1y ago | Jupyter Notebook |
| 394 | pnocera/crawl4ai-rust-mcp | 20.6 | 2 | 6mo ago | Rust |
| 395 | Jackela/mcp-academic-rag-server | 20.5 | 2 | 7mo ago | Python |
| 396 | sathishkumartheta/rag-evaluation-mcp-server | 20.4 | 1 | 9mo ago | Python |
| 397 | qdrant/code-along-grounded-vibe-coding | 20.4 | 2 | 7mo ago | Shell |
| 398 | afrise/academic-search-mcp-server | 20.4 | 105 | 1y ago | Python |
| 399 | lgwanai/dify_rag_mcp | 20.3 | 2 | 7mo ago | Python |
| 400 | sansong089/rabbitmq-mcp-server | 20.2 | 1 | 5mo ago | JavaScript |
| 401 | undervolting/mcp.chroma | 20.2 | 1 | 11mo ago | Rust |
| 402 | Ashwins9001/ai-data-enhancement-poc | 20.1 | 1 | 5mo ago | Python |
| 403 | ShiDuLin/crawl4-mcp | 20.1 | 2 | 9mo ago | Python |
| 404 | ItsMistahJi/local_RAG_mcp | 20.0 | 2 | 9mo ago | Python |
| 405 | NISHAKAR06/FloatChat | 20.0 | 2 | 2mo ago | TypeScript |
| 406 | ruslanmv/watsonx-rag-mcp-server | 19.9 | 2 | 10mo ago | Python |
| 407 | vmm/rtfm-mcp | 19.9 | 1 | 6mo ago | TypeScript |
| 408 | KunjShah01/mcp-rag-search-server | 19.9 | 2 | 11mo ago | Python |
| 409 | stephen37/mcp-server-milvus | 19.8 | 8 | 1y ago | Python |
| 410 | edgardespinoza/mcp-rag-vector-spring-boot | 19.8 | 1 | 6mo ago | Java |
| 411 | msdanyg/smart-connections-mcp | 19.8 | 18 | 5mo ago | JavaScript |
| 412 | LUOQING1994/devmate | 19.8 | 2 | 2mo ago | Python |
| 413 | Coolgiserz/customized-elasticsearch-mcp-server | 19.6 | 2 | 8mo ago | Python |
| 414 | aliyun/alibabacloud-opensearch-mcp-server | 19.6 | 12 | 10mo ago | Python |
| 415 | weekitmo/mcp_godot_rag | 19.3 | 24 | 9mo ago | Python |
| 416 | msl2246/semanticsearch-mcp-server | 19.3 | 1 | 8mo ago | Python |
| 417 | Kamaljit12/Glob-botter-genai-app | 19.2 | 1 | 9mo ago | — |
| 418 | madhankb/opensearch-mcp-integration | 19.2 | 1 | 9mo ago | YAML |
| 419 | styada/local-rag-omscs | 19.0 | 1 | 10mo ago | Python |
| 420 | alokkulkarni/employeemcpserver | 19.0 | 1 | 11mo ago | Java |
| 421 | hirokita117/qdrant-mcp-local | 19.0 | 1 | 11mo ago | Shell |
| 422 | kazuph/mcp-qdrant-docs | 19.0 | 1 | 11mo ago | TypeScript |
| 423 | hulk-pham/MCP-RAG | 19.0 | 1 | 11mo ago | Python |
| 424 | robbiemu/vault-mcp | 19.0 | 2 | 2mo ago | Python |
| 425 | mhnavid/research-assistant-using-langgraph-mcp | 19.0 | 1 | 11mo ago | Python |
| 426 | BjornMelin/qdrant-neo4j-crawl4ai-mcp | 18.9 | 8 | 8mo ago | Python |
| 427 | ferparra/graph-rag-mcp-server | 18.8 | 7 | 5mo ago | Python |
| 428 | mikeysrecipes/elasticsearch-mcp-server | 18.8 | 1 | 7mo ago | Python |
| 429 | capelabs/opensearch-mcp-server | 18.7 | 4 | 9mo ago | Shell |
| 430 | mhart/mcp-semantic-search | 18.6 | 4 | 10mo ago | TypeScript |
| 431 | alejandro-ao/simple-mcp-rag | 18.6 | 1 | 3mo ago | Jupyter Notebook |
| 432 | jesse-merhi/rag-anything-mcp | 18.4 | 15 | 8mo ago | Python |
| 433 | prof-fabiosantos/mcp-server-rag-groq | 18.4 | 1 | 11mo ago | Python |
| 434 | nguyenvanduocit/all-in-one-model-context-protocol | 18.4 | 98 | 1y ago | — |
| 435 | y0zg/mcp-elasticsearch | 18.2 | 2 | 6mo ago | Python |
| 436 | rukshannet/mcp-agentic-rag | 18.1 | 3 | 10mo ago | Python |
| 437 | marlian/claude-qdrant-mcp | 17.9 | 11 | 7mo ago | JavaScript |
| 438 | astro-informatics/mcp-rag | 17.9 | 1 | 5mo ago | Python |
| 439 | pinecone-io/assistant-mcp | 17.8 | 42 | 11mo ago | Rust |
| 440 | aanno/cocoindex-code-mcp-server | 17.8 | 29 | 4mo ago | Python |
| 441 | fredac100/elasticsearch-memory-mcp | 17.7 | 7 | 5mo ago | Python |
| 442 | privetin/chroma | 17.6 | 41 | 1y ago | Python |
| 443 | SaM-92/mcp_autogen_sse_stdio | 17.6 | 29 | 11mo ago | Python |
| 444 | isaacpalomero/promptbook-mcp | 17.6 | 3 | 3mo ago | Python |
| 445 | ma3u/bookMCPServer | 17.6 | 2 | 9mo ago | Python |
| 446 | ShawnKyzer/strands-mcp | 17.3 | 1 | 6mo ago | Python |
| 447 | jbenshetler/mcp-ragex | 17.3 | 16 | 6mo ago | Python |
| 448 | PriyankGodhat/etabs-mcp-server-local-embeddings | 17.1 | 9 | 10mo ago | TypeScript |
| 449 | zhifengzhang-sz/qi-v2-knowledge | 17.0 | 1 | 7mo ago | TypeScript |
| 450 | Dormiveglia-elf/rag_memo_mcp | 16.9 | 1 | 7mo ago | Python |
| 451 | SeanPedersen/digger-solo-mcp-server | 16.8 | 1 | 8mo ago | Python |
| 452 | PranithChowdary/Real-time-web-search-RAG-with-MCP | 16.8 | 5 | 6mo ago | Python |
| 453 | ocean1/mcp_consciousness_bridge | 16.7 | 16 | 8mo ago | TypeScript |
| 454 | rajagopal17/agenticMCP_rag | 16.6 | 1 | 10mo ago | Python |
| 455 | sdkim96/mcp-app | 16.5 | 1 | 11mo ago | Python |
| 456 | pyautoml/Artificial-Intelligence | 16.5 | 1 | 1y ago | Python |
| 457 | byviz/mcp-server-elasticsearch-ai | 15.9 | 4 | 8mo ago | Python |
| 458 | sajal2692/mcp-weaviate | 15.8 | 5 | 2mo ago | Python |
| 459 | sharanteja29/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol--MCP- | 15.6 | 1 | 6mo ago | Python |
| 460 | da1y/mcp-server-elasticsearch | 15.4 | 2 | 1y ago | JavaScript |
| 461 | delorenj/mcp-qdrant-memory | 15.4 | 25 | 1y ago | TypeScript |
| 462 | AndrewJDawes/woo-ai-demo-mcp-server-weaviate-node | 15.0 | 1 | 8mo ago | TypeScript |
| 463 | xuyangbocn/rag-mcp-server | 15.0 | 1 | 8mo ago | HCL |
| 464 | allentcm/mcp-codebase-rag | 14.8 | 12 | 6mo ago | Python |
| 465 | Jimmy974/qdrant-mcp-server | 14.7 | 1 | 1y ago | Python |
| 466 | hyson666/pdf-rag-mcp-server | 14.2 | 40 | 9mo ago | Python |
| 467 | dan6684/smart-connections-mcp | 13.3 | 4 | 4mo ago | Python |
| 468 | Nonymaus/cursor-kg | 13.3 | 8 | 9mo ago | Rust |
| 469 | Cognitive-Stack/hermes-search-mcp | 13.2 | 3 | 11mo ago | TypeScript |
| 470 | sajitsasi/es_mcp_server | 13.2 | 3 | 6mo ago | Python |
| 471 | wrediam/better-qdrant-mcp-server | 12.9 | 2 | 3mo ago | TypeScript |
| 472 | wandermyz/wandering-rag | 12.6 | 6 | 10mo ago | Python |
| 473 | Ethan2298/personal-semantic-search-mcp | 12.6 | 1 | 3mo ago | Python |
| 474 | lukehollenback/mcp-mycelium | 12.4 | 1 | 6mo ago | TypeScript |
| 475 | sionic-ai/serverless-rag-mcp-server | 12.1 | 39 | 1y ago | Python |
| 476 | arkeodev/search-engine-with-rag-and-mcp | 11.9 | 2 | 10mo ago | Python |
| 477 | longevitycoach/bloodtest-mcp-server | 11.9 | 1 | 8mo ago | Python |
| 478 | jvanmelckebeke/mcp-synaptic | 11.5 | 3 | 9mo ago | Python |
| 479 | dl1683/ickyMCP | 11.3 | 2 | 2mo ago | Python |
| 480 | jedrazb/elastic-semantic-search-mcp-server | 11.3 | 3 | 1y ago | Python |
| 481 | ibrooksSDX/mcp-server-opensearch | 11.1 | 4 | 1y ago | Python |
| 482 | Parado-xy/semantic-search-mcp | 11.0 | 6 | 6mo ago | JavaScript |
| 483 | showjason/opensearch-mcp-server | 10.3 | 2 | 8mo ago | Python |
| 484 | tungetti/rag-mcp-server | 10.3 | 2 | 8mo ago | Python |
| 485 | endoumame/cloudflare-vectorize-mcp-server | 10.2 | 1 | 7mo ago | TypeScript |
| 486 | ain3sh/search-context archived | 9.6 | 1 | 3mo ago | JavaScript |
| 487 | rithin-pullela-aws/opensearch-mcp-server archived | 9.0 | 1 | 9mo ago | Python |
| 488 | agentesq/postman-weaviate-mcp-server | 8.3 | 2 | 9mo ago | JavaScript |