MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1451
rolliinc
mcp Claim
Social media search, expert discovery, and analytics across X, Reddit, YouTube,…
B 80 54 76 73 N/A 70 83 100
1452
Pimzino
A Model Context Protocol server providing AI assistants with comprehensive proj…
B 80 55 73 100 54 81 83
1453
vujasinovic
An MCP server that enables AI assistants to navigate, search, and analyze local…
B 80 54 75 68 N/A 71 95 90
1454
superdwayne
8th Wall MCP Server Claim 1
Enables building WebAR experiences using natural language through tools for Thr…
B 80 55 72 82 70 81 94
1455
crunchtools
Secure MCP server for Request Tracker (RT) ticket management
B 80 55 70 82 N/A 51 95 98
1456
Skeyelab
Directus MCP Server Claim 1
Enables comprehensive management of Directus instances through tools for schema…
B 80 55 84 71 65 83 94
1457
mintlineai
mintline-mcp Claim
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
B 80 54 84 67 N/A 53 95 94
1458
Ansvar-Systems
indonesian-law-mcp Claim
Indonesian legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1459
omar-haris
Smart Coding MCP Claim 2
Provides intelligent semantic code search using local AI embeddings, enabling n…
B 80 55 88 95 N/A 63 95 48
1460
ericyangpan
Enables decoding QR codes from images provided as either base64 data URLs or HT…
B 80 55 86 100 43 81 75
1461
hannesrudolph
mcp-ragdocs Claim 2
An MCP server implementation that provides tools for retrieving and processing …
B 80 54 79 71 N/A 56 90 99
1462
lofder
dsers-mcp-product Claim
Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via D…
B 80 54 71 80 53 95 96
1463
arabold
docs-mcp-server Claim
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
B 80 54 84 43 N/A 91 94 94
1464
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 55 80 71 74 81 97
1465
verygoodplugins
mcp-edd Claim 1
MCP server for Easy Digital Downloads REST API, enabling access to sales data, …
B 80 54 69 68 83 90 94
1466
goPluto-ai
GoPluto MCP Claim
Enables AI assistants to access fresh service provider knowledge, routing rules…
B 80 66 86 76 90 42 81 95
1467
jayozer
MCP Outlook Server Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 66 100 66 90 42 81 90
1468
domdomegg
Airtable database integration with schema inspection, read and write capabiliti…
B 80 54 78 63 N/A 78 87 97
1469
cristianoaredes
MCP Senado Federal Claim
Enables AI assistants to query Brazilian Senate data including senators, bills,…
B 80 55 70 91 47 95 90
1470
dmayboroda
minima Claim
On-premises conversational RAG with configurable containers
B 80 54 84 63 N/A 61 90 97
1471
SerPepe
Ask MCP Claim 1
Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder,…
B 80 55 100 66 42 80 100
1472
go-ports
Local-first memory for coding agents; stores decisions, bugs, and context acros…
B 80 54 76 63 N/A 74 95 91
1473
caffeineflo
Portainer MCP Server Claim 1
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
B 80 55 100 72 39 82 95
1474
joachimBrindeau
Domain MCP Claim
Enables natural language domain management through Dynadot, supporting domain r…
B 80 55 88 68 70 83 91
1475
Ansvar-Systems
singapore-law-mcp Claim
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
B 79 54 71 93 N/A 37 95 91
1476
peteretelej
diffchunk Claim 1
Enables LLMs to efficiently navigate and analyze large diff files by providing …
B 79 55 71 91 N/A 55 95 79
1477
globodai-group
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
B 79 55 90 68 48 81 100
1478
hekmon8
A server that enables interaction with Home Assistant devices and automations t…
B 79 55 94 66 52 76 99
1479
pijusz
mcp-redtrack Claim 1
MCP server for RedTrack affiliate tracking API
B 79 44 67 N/A N/A 55 95 97
1480
nickdesi
FFBB MCP Server Claim
Provides access to real-time data from the French Basketball Federation (FFBB),…
B 79 66 74 71 87 69 82 90
1481
houtini-ai
Enables searching Google's Knowledge Graph for real-world entities via two tool…
B 79 54 94 56 62 83 94
1482
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1483
sjalq
Trello MCP Lite Claim
Enables interaction with Trello through direct API passthrough with multi-accou…
B 79 55 96 68 52 80 91
1484
Ansvar-Systems
Costa Rican legislation via MCP — full-text search across statutes and provisio…
B 79 54 71 93 N/A 35 95 91
1485
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1486
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1487
pijusz
mcp-sanity-images Claim 1
MCP server for uploading local images to Sanity CMS
B 79 44 57 N/A N/A 73 95 97
1488
ElonJask
Exposes ProxyPin's local network capture history to MCP-capable clients for sea…
B 79 54 78 67 N/A 65 92 90
1489
mbrummerstedt
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
B 79 54 70 68 69 92 99
1490
oksure
openalex-research-mcp Claim 1
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
B 79 55 70 100 N/A 56 81 82
1491
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1492
joenorton
Generate and refine AI images/audio/video through natural conversation.
B 79 54 84 53 N/A 74 89 95
1493
samerfarida
MCP SSH Orchestrator Claim 2
Provides policy-driven, auditable SSH access to server fleets for AI assistants…
B 79 55 100 82 82 81 43
1494
standardbeagle
mcp-debug Claim
Debug and develop MCP servers with hot-swapping, session recording, and playbac…
B 79 54 84 43 N/A 75 95 99
1495
admica
FileScopeMCP Claim
Analyzes your codebase identifying important files based on dependency relation…
B 79 54 76 61 N/A 74 89 100
1496
JamsusMaximus
trainingpeaks-mcp Claim 1
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
B 79 54 100 46 N/A 51 90 98
1497
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 54 96 72 N/A 36 82 97
1498
aquarius-wing
Provides dual-perspective analysis through alternating actor (creator/performer…
B 79 54 90 67 N/A 42 92 91
1499
voidmobcom
voidmob-mcp Claim
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
B 79 55 72 100 N/A 31 95 81
1500
mcpgod
cli Claim
Fine-grained control over model context protocol (MCP) clients, servers, and to…
B 79 54 90 56 N/A 70 92 87
Showing 1451–1500 of 67181 servers
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