MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29489
Scored
2111
Verified
16952
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1501
j7an
nexus-mcp Claim
Invoke CLI agents (Codex, Claude, OpenCode) as MCP tools with parallel execution
B 79 44 67 N/A N/A 55 95 96
1502
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1503
davstr1
Peekaboo MCP Claim 1
Provides read-only access to your entire codebase while restricting AI agents t…
B 79 54 78 63 N/A 64 92 98
1504
kapillamba4
Code Memory Claim
MCP server with local vector search for your codebase. Smart indexing, semantic…
B 79 54 76 58 N/A 81 92 92
1505
googleanalytics
Official Google Analytics MCP Server
B 79 55 84 60 72 81 99
1506
major
Query system performance metrics via MCP - CPU, memory, disk I/O, network, proc…
B 79 54 62 68 N/A 87 95 91
1507
KyuRish
patreon-mcp-server Claim
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
B 79 54 76 67 N/A 71 83 100
1508
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1509
annibale-x
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
B 79 44 61 N/A N/A 64 95 98
1510
enisze
Reddit MCP Server Claim
Enables read-only access to Reddit for searching posts within specific subreddi…
B 79 55 84 73 58 81 94
1511
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1512
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1513
verygoodplugins
MCP Toggl Server Claim
Enables time tracking and reporting through Toggl Track integration with intell…
B 79 55 90 68 54 81 98
1514
eh24905-wiz
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud by managing issues, comments,…
B 79 55 84 100 30 81 85
1515
tandemai-inc
rdkit-mcp-server Claim
MCP server that enables language models to interact with RDKit through natural …
B 79 54 90 58 N/A 58 94 91
1516
darrenjrobinson
entra-news Claim
Search the Entra.news newsletter archive — a weekly digest of Microsoft Entra n…
B 79 54 90 62 N/A 55 91 88
1517
Midhun-edv
Provides AI assistants with comprehensive Magento 2 coding standards, security …
B 79 55 90 65 55 80 97
1518
WGDevelopment
YNAB MCP Server Claim 1
A minimal and auditable MCP server that enables local AI assistants to read and…
B 79 55 82 76 51 82 100
1519
rog0x
string Claim
String analyzer, diff, templates for AI agents
B 79 44 76 N/A N/A 40 95 98
1520
aparajithn
agent-utils-mcp Claim
Swiss-army-knife utility server for AI agents. 18 tools including JSON validati…
B 79 66 78 66 100 42 82 100
1521
edkdev
defi-trading-mcp Claim 1
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
B 79 55 90 100 N/A 38 95 52
1522
appwrite
mcp-for-api Claim
MCP (Model Context Protocol) server for Appwrite
B 79 54 96 57 N/A 76 95 69
1523
mlorentedev
hive Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 55 70 82 N/A 83 80 83
1524
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1525
idoru
Run queries against InfluxDB OSS API v2.
B 79 55 84 68 75 76 92
1526
ToKiDoO
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
B 79 54 90 63 N/A 50 91 93
1527
Haervwe
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
B 79 55 66 82 N/A 52 95 98
1528
Whitemarmot
copyright01 Claim
Copyright deposit API — protect code, text, and websites with Berne Convention …
B 79 66 84 75 86 41 81 96
1529
louis030195
apollo-io-mcp Claim 1
B2B sales intelligence and prospecting with Apollo.io. Search for prospects, en…
B 79 55 92 76 43 81 91
1530
finmap-org
mcp-server Claim
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
B 79 66 100 86 36 70 84 98
1531
sjalq
Trello MCP Lite Claim
Enables interaction with Trello through direct API passthrough with multi-accou…
B 79 55 96 68 52 80 91
1532
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1533
LucasSiqueiraSurreco
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
B 79 55 90 68 58 81 94
1534
danielsimonjr
Enables instant file and folder searching on Windows using Everything's blazing…
B 79 54 94 52 N/A 56 90 96
1535
baidu-maps
mcp Claim
Baidu Map MCP Server
B 79 66 86 80 81 57 80 83
1536
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1537
itskaransingh
docling-mcp Claim
B 79 54 68 68 N/A 69 90 100
1538
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1539
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1540
adenot
MCP Google Server Claim 1
Provides web search capabilities using Google Custom Search API, enabling users…
B 79 55 78 70 69 80 100
1541
mclose
dns-mcp Claim
Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain…
B 79 54 84 65 50 92 100
1542
ecr17dev
Laraguard MCP Claim
A security audit server for Laravel projects that performs static code analysis…
B 79 54 88 60 N/A 53 90 100
1543
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
1544
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1545
itiliti
autotask-mcp Claim 1
B 79 54 84 73 N/A 41 95 91
1546
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1547
gleanwork
A Model Context Protocol server that provides AI assistants with access to Glea…
B 79 55 67 73 90 81 89
1548
ErgodicLabs
An MCP-based trivia game server where AI creates rounds with two true statement…
B 79 54 90 58 N/A 52 92 94
1549
imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
B 79 54 90 58 N/A 63 84 99
1550
netanelavr
Trading MCP Server Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 54 96 61 N/A 46 89 92
Showing 1501–1550 of 44440 servers
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