MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1751
vsoneji
Schwab MCP Server Claim
Enables AI assistants to securely interact with Charles Schwab accounts through…
B 79 55 94 71 39 80 100
1752
Lexmata
Enables interaction with Bitbucket Cloud through 25+ tools for managing reposit…
B 79 55 94 100 68 82 40
1753
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1754
KenosInc
sigrok MCP Server Claim
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query…
B 79 54 82 47 N/A 77 92 98
1755
eddmann
obsidian-mcp Claim 1
MCP server for git-backed Obsidian vaults. Access and manage notes through Clau…
B 79 54 79 68 N/A 49 95 99
1756
arpe-io
migratorxpress-mcp Claim 3
MCP server for MigratorXpress — cross-platform database migration with parallel…
B 79 55 77 91 N/A 71 90 59
1757
eic
XRootD MCP Server Claim 1
An MCP server providing access to XRootD file systems, allowing LLMs to browse …
B 79 55 85 56 84 80 96
1758
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
1759
icryo
IDA Pro MCP Claim 2
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
B 79 55 84 82 N/A 50 87 84
1760 B 79 54 78 70 N/A 49 90 100
1761
alwank
Chhart-MCP Claim 1
MCP for https://chhart.app to easily create flowcharts or sankey diagram
B 79 55 94 62 N/A 62 82 91
1762
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1763
joenorton
lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI
B 79 54 84 53 N/A 74 89 95
1764
ferdhika31
Enables AI assistants to interact with Money Lover personal finance app through…
B 79 55 80 71 64 81 97
1765
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1766
BurtTheCoder
virustotal Claim 1
MCP server for querying VirusTotal API with comprehensive security analysis too…
B 79 54 79 72 N/A 63 83 94
1767
alexarevalo9
ticktick-mcp-server Claim 1
A Model Context Protocol (MCP) server designed to integrate with the TickTick t…
B 79 55 88 100 N/A 41 94 56
1768
alBERT-launcher
Integration server that enables interaction with Google services including Gmai…
B 79 55 96 68 38 80 100
1769
raveenb
fal-mcp-server Claim
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
B 79 55 100 30 92 82 98
1770
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 55 88 70 59 80 95
1771
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
1772
symbo-ls
Symbols MCP Claim 2
MCP server for Symbols.app — documentation search and framework reference
B 79 55 79 82 N/A 36 95 94
1773
gleanwork
A Model Context Protocol server that provides AI assistants with access to Glea…
B 79 55 67 73 90 81 89
1774
siva-sub
Provides comprehensive Singapore transport routing with real-time public transp…
B 79 55 92 75 41 82 92
1775
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1776
hetpatel-11
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
B 79 55 86 75 N/A 55 95 73
1777
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1778
Netherite-Stack
Enables LLM agents to play and survive in Minecraft by abstracting low-level ta…
B 79 55 84 61 75 81 97
1779
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1780
MCPCat
mcpcat-python-sdk Claim
MCPcat is an analytics platform for MCP server owners 🐱.
B 79 54 96 41 N/A 70 95 91
1781
pavelpiha
specrun Claim
MCP server that converts OpenAPI specs into tools which can query API endpoints
B 79 55 90 82 N/A 69 95 48
1782
deedy5
ddgs Claim
A metasearch library that aggregates results from diverse web search services
B 79 54 76 53 N/A 80 95 97
1783
netanelavr
trading-mcp Claim 1
The MCP server that will help you trade smarter (or at least try)
B 79 54 96 61 N/A 46 89 92
1784
aplaceforallmystuff
mcp-pickaxe Claim 1
MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and anal…
B 79 54 79 66 N/A 74 83 94
1785
steffensbola
A TypeScript implementation of a Model Context Protocol server that enables LLM…
B 79 55 96 68 53 81 87
1786
jasonsmithj
Redash MCP Server Claim
Enables interaction with Redash instances through a standardized interface, all…
B 79 55 84 68 58 81 100
1787
TickTockBent
charlotte Claim
Token-efficient browser MCP server — structured web pages for AI agents, not ra…
B 79 54 100 30 N/A 79 95 92
1788
Medsaad
MySQL Navigator MCP
B 79 54 88 75 N/A 34 90 93
1789
rog0x
string Claim
String analyzer, diff, templates for AI agents
B 79 44 76 N/A N/A 40 95 98
1790
AnEntrypoint
MCP-REPL Claim 1
A secure JavaScript REPL server that enables executing code snippets in a sandb…
B 79 55 92 100 N/A 56 95 37
1791
grab
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, …
B 79 55 90 100 N/A 57 89 48
1792
meilisearch
meilisearch-mcp Claim 1
A Model Context Protocol (MCP) server for interacting with Meilisearch through …
B 79 55 94 74 N/A 62 90 66
1793
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 54 96 72 N/A 36 82 97
1794
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
1795
QuartzUnit
Diffgrab Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 44 72 N/A N/A 48 95 97
1796
kannanprabu
MCPPentestBOT Claim
Enables AI assistants to perform authorized security testing and penetration te…
B 79 54 96 56 N/A 37 95 100
1797
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
1798
henilcalagiya
google-sheets-mcp Claim
Powerful tools for automating Google Sheets using Model Context Protocol (MCP)
B 79 55 62 100 N/A 51 95 82
1799
houtini-ai
Search Google's Knowledge Graph for structured information about real-world ent…
B 79 54 94 56 N/A 62 83 94
1800
gregario
mtg-oracle Claim
Magic: The Gathering MCP server — cards, rules, combos, and Commander intellige…
B 79 54 76 58 N/A 72 94 97
Showing 1751–1800 of 30006 servers
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