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4,346 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2251 | mcp-pymilvus-code-generate-helper brcarry/mcp-pymilvus-code-generate-helper milvus-code-translate-helpermilvus-orm-client-code-convert-helpermilvus-pypmilvus-code-generate-helper | 3 | <=2025-11-25 | 48/100 | F |
| 2252 | mcp-sage |
| 2 |
| <=2025-11-25 |
| 48/100 |
| F |
| 2253 | mcp-server Yocoolab/mcp-server add_thread_messageai_analyze_pagecreate_pr+17 | 20 | 2026-07-28+ | 48/100 | F |
| 2254 | mcp-server sandboxrunner/mcp-server download_fileenhanced_download_fileenhanced_upload_file+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2255 | mcp-server-github-agent flan02/mcp-server-github-agent analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2256 | mcp-server-performance-review-data kfischer-okarin/mcp-server-performance-review-data list_user_pull_request_activity | 1 | 2026-07-28+ | 48/100 | F |
| 2257 | mcp-server-puppeteer-py twolven/mcp-server-puppeteer-py puppeteer_clickpuppeteer_evaluatepuppeteer_fill+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2258 | mcp_agent_dev_kit YomnaWaleed/mcp_agent_dev_kit get_account_balanceget_customer_infoget_last_transactions+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2259 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 2260 | mcp_server_context7 jussker/mcp_server_context7 clone_repositorydownload_documentationget_library_info+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2261 | mcpstore whillhill/mcpstore mcpstore_session_snapshot_exportmcpstore_session_snapshot_importmcpstore_session_state_clear+8 | 11 | <=2025-11-25 | 48/100 | F |
| 2262 | me-gpt mitchellrust/me-gpt complete | 1 | <=2025-11-25 | 48/100 | F |
| 2263 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 2264 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2265 | multipass tinosingh/multipass check_whisper_healthlist_whisper_modelstranscribe_audio | 3 | 2026-07-28+ | 48/100 | F |
| 2266 | my-first-mcp sethdavis512/my-first-mcp bug_predictorcode_roastercodify+6 | 9 | 2026-07-28+ | 48/100 | F |
| 2267 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 2268 | obsidian-github-mcp Hint-Services/obsidian-github-mcp analyzeVaultStructurediagnoseSearchgetCommitHistory+6 | 9 | 2026-07-28+ | 48/100 | F |
| 2269 | opencode-studio Microck/opencode-studio activate_auth_profileauth_loginauth_logout+21 | 24 | <=2025-11-25 | 48/100 | F |
| 2270 | osaurus osaurus-ai/osaurus hello_world | 1 | 2026-07-28+ | 48/100 | F |
| 2271 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 2272 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2273 | playwright-mcp damijanc/playwright-mcp browser_actioncompare_screenshots | 2 | 2026-07-28+ | 48/100 | F |
| 2274 | playwright-mcp qabyai/playwright-mcp execute-codeget-contextget-full-dom+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2275 | postgres-mcp-server manishmlv50/postgres-mcp-server get_database_schemaget_table_infolist_tables+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2276 | pr-mcp-server valentin-harrang/pr-mcp-server analyze_branchcreate_prcreate_pr_complete+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2277 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2278 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 2279 | provider-fallback-plugin AttendantLion8/provider-fallback-plugin analytics.costsanalytics.providersanalytics.summary+8 | 11 | 2026-07-28+ | 48/100 | F |
| 2280 | prow-mcp-server redhat-community-ai-tools/prow-mcp-server diagnose_periodic_failuresdiagnose_pr_build_statusdiagnose_pr_failures+11 | 14 | <=2025-11-25 | 48/100 | F |
| 2281 | remember-me-mcp ksred/remember-me-mcp delete_memorysearch_memoriesstore_memory | 3 | <=2025-11-25 | 48/100 | F |
| 2282 | remote-mcp-server1 learnjalaj/remote-mcp-server1 add_expenselist_expenses | 2 | 2026-07-28+ | 48/100 | F |
| 2283 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2284 | session-collab-mcp leaf76/session-collab-mcp collab_claimcollab_configcollab_memory_get+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2285 | siril-mcp taco-ops/siril-mcp check_project_structurecheck_siril_versiondownload_latest_ssf_scripts+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2286 | skill-ninja-mcp-server aktsmm/skill-ninja-mcp-server skillNinja_addSourceskillNinja_installskillNinja_list+6 | 9 | 2026-07-28+ | 48/100 | F |
| 2287 | snapshot-mcp-server WhenMoon-afk/snapshot-mcp-server delete_snapshotlist_snapshotsload_snapshot+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2288 | spelungit haacked/spelungit get_commit_detailsget_repository_statusindex_repository+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2289 | sqlite-memory-mcp RMANOV/sqlite-memory-mcp add_observationsassess_contextbridge_pull+31 | 34 | <=2025-11-25 | 48/100 | F |
| 2290 | ssd-ai ssdeanx/ssd-ai analyze_complexityanalyze_problemanalyze_prompt+33 | 36 | <=2025-11-25 | 48/100 | F |
| 2291 | tactual tactual-dev/tactual analyze-pagesanalyze-urlcalibration-report+6 | 9 | 2026-07-28+ | 48/100 | F |
| 2292 | taskbeacon-mcp TaskBeacon/taskbeacon-mcp build_taskdownload_tasklist_tasks+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2293 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 2294 | tenderai-mcp-server dbugom/tenderai-mcp-server add_partneradd_vendorexport_proposal_to_docx+15 | 18 | <=2025-11-25 | 48/100 | F |
| 2295 | tenderai-mcp-server-max dbugom/tenderai-mcp-server-max index_past_proposal | 1 | <=2025-11-25 | 48/100 | F |
| 2296 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 2297 | visual-ui-mcp-server cryptokishan/visual-ui-mcp-server accessibility_testerbrowser_monitorform_handler+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2298 | web-researcher-mcp zoharbabin/web-researcher-mcp academic_searchaudit_bibliographycitation_graph+12 | 15 | 2026-07-28+ | 48/100 | F |
| 2299 | zurich-apt-hunt-agent noahmeurer/zurich-apt-hunt-agent fetch_unevaluated_listingsfetch_unscraped_listingsinsert_fresh_listings+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2300 | A2A-MCP-Financial-Risk-and-Compliance-Manager Pyligent/A2A-MCP-Financial-Risk-and-Compliance-Manager generate_risk_reportget_clientopenai_generate+3 | 6 | <=2025-11-25 | 47/100 | F |