MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
Vigile-ai
vigile-mcp Claim
Query trust scores for MCP servers and agent skills. Check if a tool is safe.
B 84 54 76 75 N/A 82 92 100
552
aywengo
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry…
B 84 55 96 63 89 80 92
553
yoda-digital
mcp-gitlab-server Claim 1
Enhanced MCP server for GitLab: group projects listing and activity tracking
B 84 54 96 75 N/A 65 87 88
554
rog0x
webhook Claim
Send, validate, debug webhooks for AI agents
B 84 44 94 N/A N/A 40 95 95
555
SalehKhatri
postman-mcp Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
B 84 54 84 71 N/A 69 95 100
556
kapillamba4
meta-prompt-mcp Claim
MCP server providing official Google and Anthropic prompting guides for meta-pr…
B 84 55 70 87 N/A 68 95 100
557
grossiweb
Your agent shouldn't have to guess which model or tool to use. ToolRoute does …
B 84 66 96 68 97 55 81 95
558
littlebearapps
outlook-assistant Claim
Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mail…
B 84 55 96 83 N/A 83 83 73
559
glassity
FOCUS MCP Server Claim 1
Enables AI assistants to analyze cloud billing data in FOCUS format through nat…
B 84 55 88 100 48 81 92
560
timothywarner-org
Local JSON memory store for context engineering with GitHub Copilot and MCP cli…
B 84 54 90 62 N/A 79 95 92
561
livelifelively
Provides real-time access to up-to-date library documentation and code examples…
B 84 55 72 100 63 81 100
562
jackedelic
Exa AI Search Server Claim 1
Enable AI assistants to perform real-time web searches, academic paper searches…
B 84 66 94 80 95 47 80 95
563
drewkhoury
Devpipe MCP Server Claim 1
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
B 83 55 84 100 N/A 79 95 52
564
rog0x
task Claim 1
Todo, priority, estimation, burndown for AI agents
B 83 44 94 N/A N/A 35 95 92
565
dweekly
quicken-mac-mcp Claim
Read-only access to Quicken For Mac financial data: transactions, spending, and…
B 83 55 70 100 N/A 79 81 84
566
jasonleinart
arxiv-mcp-server Claim 1
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
B 83 55 94 91 49 83 88
567
bshandley
Homelab MCP Server Claim
Enables Claude to monitor and manage homelab infrastructure including Docker co…
B 83 55 100 100 30 81 84
568
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 54 94 72 N/A 42 94 100
569
domdomegg
Computer Use Claim
Control your computer with screenshots, mouse, and keyboard automation.
B 83 54 84 70 N/A 77 95 90
570
maxscheijen
MCP Yahoo Finance Claim 1
A Model Context Protocol server that enables interaction with Yahoo Finance to …
B 83 55 96 100 74 94 42
571
dizzlkheinz
ynab-mcpb Claim 1
MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, cate…
B 83 54 85 71 N/A 82 83 95
572
cyanheads
openalex-mcp-server Claim 2
Access the OpenAlex academic research catalog - 270M+ publications via MCP. STD…
B 83 66 100 80 96 57 61 91
573
isaachansen
Wiki OSRS MCP Claim
Provides access to Old School RuneScape wiki information and game data through …
B 83 66 84 100 97 29 81 93
574
kkaminsk
Packager-MCP Claim
Transforms AI assistants into expert Windows application packaging assistants f…
B 83 54 96 63 N/A 64 95 90
575
paralov
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
B 83 55 78 100 N/A 51 89 86
576
mkpvishnu
terminal-mcp Claim 1
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI a…
B 83 55 75 91 N/A 71 95 82
577
anish632
Validate AI claims against live data: check endpoints, count competitors, and t…
B 83 66 90 70 96 54 80 98
578
Xexr
mcp-libsql Claim 1
Production-ready MCP server for libSQL databases with comprehensive security an…
B 83 55 94 73 74 83 89
579
danield137
mcp-workflowy Claim
mcp-workflowy
B 83 55 80 100 72 81 78
580
maestro-org
Maestro MCP Server Claim
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
B 83 66 92 66 96 66 86 88
581
mailtrap
mailtrap-mcp Claim
An MCP server that provides tools for sending transactional emails and managing…
B 83 55 92 62 N/A 78 81 100
582
homeassistant-ai
ha-mcp Claim
Comprehensive Model Context Protocol server for managing Home Assistant through…
B 83 54 78 70 N/A 92 88 93
583
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 55 100 70 71 82 85
584
VladyslavMykhailyshyn
Provides seamless access to official Ukrainian government statistics from the S…
B 83 55 86 100 46 84 86
585
ssut
Remote-MCP Claim
A type-safe solution to remote MCP communication, enabling effortless integrati…
B 83 54 94 58 N/A 71 95 97
586
bonnard-data
bonnard Claim
Open-source agentic schema layer. Define metrics once in YAML, query governed d…
B 83 54 100 71 56 90 88
587
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
588
Airpote
Search and retrieve Avalanche blockchain documentation for building on AVAX.
B 83 66 100 66 94 55 81 94
589
rashidazarang
airtable-mcp Claim
Connect AI tools directly to Airtable. Query, create, update, and delete record…
B 83 55 90 72 85 80 90
590
Acceleronix
CMP MCP Server Claim
Enables integration with CMP (Connectivity Management Platform) API to query an…
B 83 66 100 86 98 29 80 84
591
IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across m…
B 83 54 88 72 N/A 69 92 93
592
aplaceforallmystuff
mcp-fantastical Claim
MCP server for Fantastical calendar app - create events, view calendar, and man…
B 83 54 100 58 N/A 59 95 96
593
Ansvar-Systems
tunisian-law-mcp Claim 1
Tunisia legislation via MCP -- full-text search across statutes and provisions
B 83 66 92 73 97 51 82 93
594
kelnixsolutions
AI-Ready Data & Context Engineering API. Connect any data source, query with na…
B 83 66 78 84 91 63 81 94
595
0xK3vin
MegaMemory Claim
Persistent project knowledge graph for coding agents. MCP server with semantic …
B 83 54 76 73 N/A 84 92 91
596
raffaele-filiberti
strava-mcp Claim
B 83 54 94 72 N/A 50 90 100
597
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
598
InditexTech
mcp-teams-server Claim
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
B 83 55 88 65 90 78 98
599
karanb192
reddit-mcp-buddy Claim 1
Reddit browser for AI assistants. Browse posts, search content, analyze users. …
B 83 55 100 82 N/A 88 90 48
600
davegomez
fizzy Claim 1
MCP server for Fizzy task management
B 83 55 63 100 N/A 81 83 89
Showing 551–600 of 30006 servers
« Prev 1 10 11 12 13 14 601 Next »