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625 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | ollama-mcp rawveg/ollama-mcp ollama_chatollama_copyollama_create+10 | 13 | 2025-06-18+ | 60/100 | C |
| 102 | ragdocs-mcp andnp/ragdocs-mcp query_documentssearch_git_historysearch_with_hypothesis | 3 | 2026-07-28+ | 60/100 | C |
| 103 |
| ratatoskr-mcp-server sramkrishna/ratatoskr-mcp-server analyze_contact_communicationanalyze_imagecompose_email+15 |
| 18 |
| <=2025-11-25 |
| 60/100 |
| C |
| 104 | spyder-ai-assistant costantinoai/spyder-ai-assistant git.diffgit.loggit.status+11 | 14 | <=2025-11-25 | 60/100 | C |
| 105 | testmcpy preset-io/testmcpy execute_test_caselist_mcp_toolsload_test_suite | 3 | 2026-07-28+ | 60/100 | C |
| 106 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 107 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 108 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 109 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 110 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 111 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 112 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 113 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 114 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 115 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 116 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 117 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 118 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 119 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 120 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 121 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 122 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 123 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 124 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 125 | personal-kb-mcp jason-weddington/personal-kb-mcp kb_askkb_bulk_updatekb_explore+13 | 16 | <=2025-11-25 | 58/100 | D |
| 126 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 127 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 128 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 129 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 130 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 131 | codebase-RAG bluewings1211/codebase-RAG check_index_status_toolclear_file_metadata_tooldiagnose_parser_health_tool+6 | 9 | 2026-07-28+ | 57/100 | D |
| 132 | contextplus-rs mrsufgi/contextplus-rs add_interlinked_contextattach_worktreecreate_relation+12 | 15 | <=2025-11-25 | 57/100 | D |
| 133 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 134 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 135 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 136 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |
| 137 | mycop AbdumajidRashidov/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 57/100 | D |
| 138 | obsidian-mcp-server Vasallo94/obsidian-mcp-server canvas.add_cardcanvas.add_edgecanvas.add_group+21 | 24 | <=2025-11-25 | 57/100 | D |
| 139 | ollama-mcp-bridge jonigl/ollama-mcp-bridge get_current_temperature | 1 | <=2025-11-25 | 57/100 | D |
| 140 | outsource-mcp gwbischof/outsource-mcp outsource_imageoutsource_text | 2 | 2026-07-28+ | 57/100 | D |
| 141 | pdf-mcp-server nfsarch33/pdf-mcp-server add_page_numbersadd_signatureadd_text_annotation+31 | 34 | <=2025-11-25 | 57/100 | D |
| 142 | tech-debt-master NikiforovAll/tech-debt-master tdm-get-itemtdm-list-itemstdm-remove-item+1 | 4 | <=2025-11-25 | 57/100 | D |
| 143 | vault-search drpwchen/vault-search graph_querytextbook_searchvault_search+2 | 5 | <=2025-11-25 | 57/100 | D |
| 144 | CoreRag TJ-Neary/CoreRag add_user_factanalyze_knowledge_gapsapprove_golden_suggestion+20 | 23 | <=2025-11-25 | 56/100 | D |
| 145 | MCP-Tools-Server yihong1120/MCP-Tools-Server crawl_site_tooldocs_add_directorydocs_add_document+18 | 21 | 2026-07-28+ | 56/100 | D |
| 146 | Memori-MCP 0xSaurabhx/Memori-MCP recallstore_memory | 2 | <=2025-11-25 | 56/100 | D |
| 147 | My_AI gonicolas12/My_AI chatedit_fileextract_dates+18 | 21 | 2026-07-28+ | 56/100 | D |
| 148 | agency-orchestrator jnMetaCode/agency-orchestrator compose_workflowlist_agentslist_workflows+3 | 6 | 2026-07-28+ | 56/100 | D |
| 149 | agent-farm BossX429/agent-farm analyze_codecheck_servicedisk_usage+11 | 14 | 2026-07-28+ | 56/100 | D |
| 150 | graphrag-kyc-agent neo4j-product-examples/graphrag-kyc-agent create_memoryfind_customer_ringsfind_customers_in_rings+6 | 9 | <=2025-11-25 | 56/100 | D |