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
1851
gregario
Godot Forge Claim
Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.
B 79 54 72 62 N/A 76 92 97
1852
Cicatriiz
healthcare-mcp-public Claim 1
A Model Context Protocol (MCP) server providing AI assistants with access to he…
B 79 55 85 58 N/A 72 81 99
1853
ry-ops
n8n-fabric Claim 1
Wraps n8n with an MCP server and vector storage to enable semantic search, mana…
B 79 55 90 66 64 78 93
1854
kgprs
Provides tools to search and retrieve Google Gemini API documentation.
B 79 55 66 100 46 86 88
1855
chrismo
SuperDB MCP Server Claim
Enables AI assistants to execute SuperSQL queries on data files and SuperDB dat…
B 79 54 86 56 N/A 63 95 91
1856
jerrytunin
Tududi MCP Claim
Integrates Tududi task management with AI development tools, enabling users to …
B 79 55 94 55 65 81 99
1857
Robbie1977
VirtualFlyBrain Claim 1
MCP server for Drosophila neuroscience data from VirtualFlyBrain
B 79 66 63 86 86 70 81 90
1858
bpamiri
Enables AI assistants to query and interact with CockroachDB clusters through n…
B 79 55 82 82 45 77 99
1859
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1860
SidneyBissoli
Unified access to global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNor…
B 79 55 82 100 N/A 38 83 77
1861
Lexmata
Enables interaction with Bitbucket Cloud through 25+ tools for managing reposit…
B 79 55 94 100 68 82 40
1862
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
1863
yudai-uk
Enables AI assistants to interact with Firebase Firestore databases through ful…
B 79 55 90 65 51 81 100
1864
leonardsellem
n8n MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with n8n…
B 79 55 81 71 58 82 99
1865 B 79 54 78 70 N/A 49 90 100
1866
vsoneji
Schwab MCP Server Claim
Enables AI assistants to securely interact with Charles Schwab accounts through…
B 79 55 94 71 39 80 100
1867
SethGame
FlexSim MCP Server Claim
Control and automate FlexSim simulations through AI assistants like Claude, ena…
B 79 54 86 62 N/A 48 95 99
1868
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
1869
plainly-videos
Enables LLM clients to programmatically generate videos using Plainly's API by …
B 79 54 90 62 N/A 47 95 93
1870
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
1871
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
1872
naotaka3
Enables Claude to interact with Google Calendar through natural language, provi…
B 79 55 78 72 73 81 90
1873
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
1874
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
1875
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1876
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1877
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1878
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
1879
QuartzUnit
Diffgrab Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 44 72 N/A N/A 48 95 97
1880
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
1881
leosepulveda
Enables comprehensive integration with Google Analytics 4, allowing users to re…
B 79 55 78 82 64 81 84
1882
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
1883
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1884
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
1885
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
1886
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
1887
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1888
ngoiyaeric
Mapbox MCP Server Claim
Enables integration with Mapbox API for navigation and location services, inclu…
B 79 55 92 75 41 81 94
1889
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1890
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1891
MCPCat
mcpcat-python-sdk Claim
MCPcat is an analytics platform for MCP server owners 🐱.
B 79 54 96 41 N/A 70 95 91
1892
Netherite-Stack
Enables LLM agents to play and survive in Minecraft by abstracting low-level ta…
B 79 55 84 61 75 81 97
1893
deedy5
ddgs Claim
A metasearch library that aggregates results from diverse web search services
B 79 54 76 53 N/A 80 95 97
1894
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
1895
steffensbola
A TypeScript implementation of a Model Context Protocol server that enables LLM…
B 79 55 96 68 53 81 87
1896
shenning00
Enables applying unified diff patches to files with comprehensive security vali…
B 79 55 90 100 N/A 53 95 42
1897
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1898
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
1899
grab
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, …
B 79 55 90 100 N/A 57 89 48
1900
Medsaad
MySQL Navigator MCP
B 79 54 88 75 N/A 34 90 93
Showing 1851–1900 of 30006 servers
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