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248 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 2 | Medium-Agent nikhilpravinpise/Medium-Agent |
| 8 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 4 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 5 | langextract-mcp larsenweigle/langextract-mcp extract_from_textextract_from_url | 2 | 2026-07-28+ | 59/100 | D |
| 6 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 7 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 8 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 9 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 10 | pochita-mcp DeafeningRoar/pochita-mcp generate-image | 1 | <=2025-11-25 | 59/100 | D |
| 11 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 12 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 13 | xrpl-referee eamwhite1/xrpl-referee assess_counterparty_and_jobaudit_taskaward_job+22 | 25 | 2026-07-28+ | 59/100 | D |
| 14 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 15 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 16 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 17 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 18 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 19 | freellmpool 0xzr/freellmpool free_llm_askfree_llm_battlefree_llm_models+10 | 13 | <=2025-11-25 | 58/100 | D |
| 20 | gemini-image-gen-mcp collactivelabs/gemini-image-gen-mcp generate_imagegenerate_videogenerate_video_from_image | 3 | <=2025-11-25 | 58/100 | D |
| 21 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 22 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 23 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 24 | mcp-devtools-browser 4bd4ll4h/mcp-devtools-browser clickclose_pageexecute_js+18 | 21 | 2025-06-18+ | 58/100 | D |
| 25 | mcp-gemini danjam/mcp-gemini analyze_imagecode_reviewgenerate_text+1 | 4 | 2026-07-28+ | 58/100 | D |
| 26 | mcp-gemini-grounded-search cnosuke/mcp-gemini-grounded-search search | 1 | <=2025-11-25 | 58/100 | D |
| 27 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 28 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 29 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 30 | personal-kb-mcp jason-weddington/personal-kb-mcp kb_askkb_bulk_updatekb_explore+13 | 16 | <=2025-11-25 | 58/100 | D |
| 31 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 32 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 33 | AI-Powered-PDF-Accessibility AIScientists-Dev/AI-Powered-PDF-Accessibility add_alt_textadd_latex_alt_textadd_latex_preamble+7 | 10 | <=2025-11-25 | 57/100 | D |
| 34 | MCP-Server KalyankumarKonduru/MCP-Server analyzePatientHistorychunkAndEmbedDocumentchunkAndEmbedDocument+16 | 19 | 2026-07-28+ | 57/100 | D |
| 35 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 36 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 37 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 38 | codebase-RAG bluewings1211/codebase-RAG check_index_status_toolclear_file_metadata_tooldiagnose_parser_health_tool+6 | 9 | 2026-07-28+ | 57/100 | D |
| 39 | contextplus-rs mrsufgi/contextplus-rs add_interlinked_contextattach_worktreecreate_relation+12 | 15 | <=2025-11-25 | 57/100 | D |
| 40 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 41 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 42 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 43 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 44 | mycop AbdumajidRashidov/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 57/100 | D |
| 45 | nano-banana-pro-mcp easy-to-use-ai/nano-banana-pro-mcp describe_imageedit_imagegenerate_image | 3 | 2026-07-28+ | 57/100 | D |
| 46 | obsidian-mcp-server Vasallo94/obsidian-mcp-server canvas.add_cardcanvas.add_edgecanvas.add_group+21 | 24 | <=2025-11-25 | 57/100 | D |
| 47 | ollama-mcp-bridge jonigl/ollama-mcp-bridge get_current_temperature | 1 | <=2025-11-25 | 57/100 | D |
| 48 | outsource-mcp gwbischof/outsource-mcp outsource_imageoutsource_text | 2 | 2026-07-28+ | 57/100 | D |
| 49 | pdf-mcp-server nfsarch33/pdf-mcp-server add_page_numbersadd_signatureadd_text_annotation+31 | 34 | <=2025-11-25 | 57/100 | D |
| 50 | tech-debt-master NikiforovAll/tech-debt-master tdm-get-itemtdm-list-itemstdm-remove-item+1 | 4 | <=2025-11-25 | 57/100 | D |