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
1801
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1802
spyrae
claude-concilium Claim
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrappi…
B 79 54 72 77 N/A 57 95 91
1803
leosepulveda
Enables comprehensive integration with Google Analytics 4, allowing users to re…
B 79 55 78 82 64 81 84
1804
Robbie1977
VirtualFlyBrain Claim 1
MCP server for Drosophila neuroscience data from VirtualFlyBrain
B 79 66 63 86 86 70 81 90
1805
joenorton
lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI
B 79 54 84 53 N/A 74 89 95
1806
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
1807
neo4j-contrib
mcp-neo4j-memory Claim 1
MCP Neo4j Knowledge Graph Memory Server
B 79 54 80 70 N/A 66 80 99
1808
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1809
baryhuang
mcp-openmemory Claim
Simple standalone MCP server giving Claude the ability to remember your convers…
B 79 54 90 61 N/A 50 95 90
1810
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1811
mcpdotdirect
evm-mcp-server Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 55 84 56 77 80 100
1812
ocadaruma
mcp-svstudio Claim 2
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit …
B 79 55 69 100 N/A 41 95 79
1813
ry-ops
Enables management of Microsoft 365 users, licenses, and groups through Microso…
B 79 55 90 60 61 80 100
1814
Piotr1215
mcp-obsidian Claim
simple mcp server for interacting with local obsidian notes
B 79 54 96 63 N/A 34 95 94
1815
SidneyBissoli
Unified access to global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNor…
B 79 55 82 100 N/A 38 83 77
1816
bpamiri
Enables AI assistants to query and interact with CockroachDB clusters through n…
B 79 55 82 82 45 77 99
1817
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1818
plainly-videos
Enables LLM clients to programmatically generate videos using Plainly's API by …
B 79 54 90 62 N/A 47 95 93
1819
kgprs
Provides tools to search and retrieve Google Gemini API documentation.
B 79 55 66 100 46 86 88
1820
wso2
FHIR MCP Server Claim
MCP server providing seamless access to FHIR APIs for AI tools and healthcare a…
B 79 55 84 66 N/A 72 83 91
1821
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
1822
8b-is
smart-tree Claim
AI-native directory visualization with semantic analysis, ultra-compressed form…
B 79 54 100 37 N/A 82 90 88
1823
hanzili
comet-mcp Claim 1
Connect to Perplexity Comet browser for agentic web browsing, deep research, an…
B 79 54 90 57 N/A 57 90 98
1824
shenning00
Enables applying unified diff patches to files with comprehensive security vali…
B 79 55 90 100 N/A 53 95 42
1825
Lexmata
Enables interaction with Bitbucket Cloud through 25+ tools for managing reposit…
B 79 55 94 100 68 82 40
1826
datagen24
An MCP server that interfaces with the World Anvil API to facilitate AI-assiste…
B 79 55 71 87 49 82 100
1827 B 79 54 78 70 N/A 49 90 100
1828
vsoneji
Schwab MCP Server Claim
Enables AI assistants to securely interact with Charles Schwab accounts through…
B 79 55 94 71 39 80 100
1829
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
1830
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
1831
mclose
DNS MCP Server Claim
Real-time DNS security analysis — DNSSEC, email auth, and RDAP. Built for SOC i…
B 79 54 84 65 N/A 50 92 100
1832
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
1833
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
1834
gpartin
WaveGuardClient Claim 1
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GP…
B 79 66 96 66 73 75 80 82
1835
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
1836
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
1837
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
1838
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1839
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
1840
QuartzUnit
Diffgrab Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 44 72 N/A N/A 48 95 97
1841
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1842
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
1843
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
1844
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1845
siva-sub
Provides comprehensive Singapore transport routing with real-time public transp…
B 79 55 92 75 41 82 92
1846
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
1847
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
1848
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
1849
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 55 96 68 42 81 98
1850
FadingLight9291117
harmonyos Claim 1
MCP server for HarmonyOS development - interact with projects, devices, and app…
B 79 54 75 58 N/A 67 95 100
Showing 1801–1850 of 30006 servers
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