MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1201
jscianna
Enables peer discovery and direct messaging between multiple Codex sessions run…
B 80 44 66 N/A N/A 57 95 100
1202
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1203
mhmzdev
figma-flutter-mcp Claim
An MCP server that provides the coding agents Figma's design token to write Flu…
B 80 55 84 70 N/A 80 81 88
1204
cmd8
excalidraw-mcp Claim
Model Context Protocol server for Excalidraw diagrams.
B 80 54 78 60 N/A 73 95 96
1205
ForITLLC
Provides direct access to Microsoft Graph API with multi-tenant account managem…
B 80 55 100 66 47 81 96
1206
SpicyRiceCakes
Nelly the Elephant Claim
Search and resume past Claude Code conversations. An elephant never forgets.
B 80 44 70 N/A N/A 57 95 96
1207
lionkiii
rss-feeds-mcp Claim
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
B 80 44 70 N/A N/A 53 95 99
1208
MarkusPfundstein
mcp-gsuite Claim
Integration with gmail and Google Calendar.
B 80 55 96 68 48 80 100
1209
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 54 100 58 N/A 43 95 90
1210
marckrenn
rtfmbro-mcp Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
B 80 66 96 76 86 36 81 92
1211
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 55 80 71 74 81 97
1212
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1213
Ansvar-Systems
chilean-law-mcp Claim
Chilean legislation via MCP — full-text search across statutes and provisions
B 80 55 90 66 N/A 68 80 92
1214
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1215
daedalus
mcp-epochs Claim
Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format t…
B 80 44 60 67 95 100
1216
minagishl
N Lobby MCP Server Claim 2
A Model Context Protocol server that provides secure access to N Lobby school p…
B 80 54 77 66 N/A 67 95 96
1217
Ansvar-Systems
philippine-law-mcp Claim
Philippine legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1218
vujasinovic
An MCP server that enables AI assistants to navigate, search, and analyze local…
B 80 54 75 68 N/A 71 95 90
1219
TranChiHuu
MCP SQL Server Claim
Enables querying and managing PostgreSQL and MySQL databases through natural la…
B 80 55 84 100 29 81 89
1220
kubeflow
Exposes Spark History Server data as tools for AI agents, enabling natural lang…
B 80 54 69 67 85 90 96
1221
kushneryk
join.cloud Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 54 71 100 55 76 95
1222
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1223
lex-tools
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
B 80 54 90 63 N/A 59 92 91
1224
l4b4r4b4b4
portfolio-mcp Claim
A portfolio analysis MCP server that enables AI agents to manage investment por…
B 80 55 84 62 77 82 95
1225
outris-dev-user
outris-identity-mcp Claim 1
Identity resolution MCP server for phone/email lookups across 31+ services. Glo…
B 80 66 69 86 90 48 81 99
1226
BigJai
codemunch-pro Claim 1
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
B 80 55 76 82 N/A 47 95 92
1227
peureka
agentlookup-mcp Claim
Search, discover, and register AI agents in the public registry at agentlookup.…
B 80 44 72 N/A N/A 50 95 96
1228
TimEvans
Claude Session MCP Claim 2
Provides Claude Code with programmatic session awareness to track context usage…
B 80 55 90 91 N/A 24 92 85
1229
peng-shawn
mermaid-mcp-server Claim
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
B 80 55 96 60 73 78 93
1230
ArchAI-Labs
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
B 80 54 72 76 N/A 59 90 100
1231
felores
Placid Claim
Integrate with Placid.app to list templates and generate creatives.
B 80 54 94 71 N/A 64 95 70
1232
vladzima
Enables interaction with WorkFlowy's outline and task management system through…
B 80 55 88 73 54 81 96
1233
egulatee
codecov Claim 2
MCP server for querying Codecov coverage data with configurable URL support
B 80 54 79 71 N/A 77 83 93
1234
ticktockbent
charlotte Claim
Renders web pages into structured, agent-readable representations using headles…
B 80 54 100 30 N/A 81 95 93
1235
ericyangpan
Enables decoding QR codes from images provided as either base64 data URLs or HT…
B 80 55 86 100 43 81 75
1236
zcsabbagh
An MCP server for tracking student learning via a knowledge graph, with spaced …
B 80 55 90 82 N/A 45 81 89
1237
aiindigo925
BTCFi API Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
B 80 66 100 66 95 45 63 97
1238
vinbg
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
B 80 64 96 63 95 25 95 91
1239
shaktech786
Enables management of multi-platform streaming through the Restream API, allowi…
B 80 55 94 67 49 81 100
1240
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1241
globodai-group
Enables AI assistants to manage Gandi domains and LiveDNS records directly via …
B 80 55 90 71 48 82 100
1242
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 66 92 66 95 32 81 98
1243
JereSalguero30
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 55 78 100 40 81 88
1244
jdez427
NTP MCP Server Claim
Provides accurate time information from Network Time Protocol (NTP) servers wit…
B 80 55 84 87 57 81 86
1245 B 80 54 84 71 N/A 49 95 96
1246
giovanemartins
localstack Claim 2
MCP server for LocalStack AWS services, enabling AI agents to interact with loc…
B 80 55 73 100 N/A 72 75 76
1247
qso-graph
adif-mcp Claim 1
Provides safe, typed access to Amateur Radio logging data with ADIF validation,…
B 80 55 76 82 68 95 74
1248
SackeyDavid
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
B 80 55 78 100 N/A 26 95 83
1249
aaronsb
Salesforce Cloud Claim 1
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
B 80 44 80 N/A N/A 69 75 95
1250
mntlabs
Monitors development server logs in real-time and provides Claude with immediat…
B 80 54 94 71 N/A 23 95 99
Showing 1201–1250 of 66402 servers
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