MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1051
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
1052
SebastianBO
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
B 81 54 96 63 N/A 57 83 99
1053
moltllama
MoltLlama Claim
Real-time DeFi data for AI agents. Provides yields, TVL, prices, DEX volumes, f…
B 81 66 84 80 96 36 84 91
1054
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
1055
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
1056
PuroDelphi
MCP Firebird Claim
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
B 81 55 96 52 86 82 90
1057
Yash-Kavaiya
digipin-mcp Claim 1
B 81 44 78 N/A N/A 47 95 98
1058
eric-tramel
zoty Claim
A lightweight MCP server that connects AI agents to a local Zotero library for …
B 81 55 68 82 N/A 65 95 95
1059 B 81 54 92 66 N/A 50 95 94
1060
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 54 94 55 N/A 73 90 89
1061
cardog-ai
Cardog Claim
Vehicle listings, market analysis, VIN decoding, recalls, and EV charging data
B 81 66 96 78 96 21 81 97
1062
agileandy
A security-focused Model Context Protocol server that enables controlled local …
B 81 54 96 61 N/A 55 90 93
1063
stepankaiser
Phone camera bridge for Claude Code — photos, live video, voice, and generative…
B 81 44 72 N/A N/A 59 95 94
1064
AKarenin
Secret MCP Claim
Enables AI assistants to write .env files with secrets stored locally, allowing…
B 81 54 100 57 N/A 43 92 100
1065
get-dx
DX MCP Server Claim
Enables AI applications to write and execute natural language queries on organi…
B 81 64 84 66 90 49 95 92
1066
czottmann
kagi-ken-mcp Claim 1
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
B 81 55 82 73 74 83 94
1067
phate45
MCP Vault Claim
Enables AI assistants to interact with Obsidian vaults through file operations …
B 81 54 90 67 N/A 44 95 98
1068
giantswarm
mcp-debug Claim
Command-line tool for debugging MCP servers
B 81 54 72 66 N/A 84 90 100
1069
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 66 90 92 90 23 81 89
1070
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
1071
k4cper-g
fumadocs-mcp Claim 1
An MCP (Model Context Protocol) server that provides AI tools with access to Fu…
B 81 55 74 100 47 84 89
1072
lanbaoshen
mcp-jenkins Claim
The Model Context Protocol (MCP) is an open-source implementation that bridges …
B 81 54 78 60 N/A 82 92 96
1073
stefanoamorelli
storybook-mcp-server Claim 1
An MCP server that enables AI assistants to browse Storybook components, manage…
B 81 54 85 56 67 95 99
1074
Ansvar-Systems
kenya-law-mcp Claim
Kenya legislation via MCP — full-text search across statutes and provisions
B 81 54 75 93 N/A 37 95 92
1075
banjtheman
VibeTide MCP Server Claim 1
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
B 81 55 92 82 48 81 94
1076
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
1077
lishenxydlgzs
A very simple vector store that provides capability to watch a list of director…
B 81 54 90 68 N/A 52 92 93
1078
oathe-ai
oathe-mcp Claim 1
MCP server for https://oathe.ai security audits. Runtime behavioral analysis an…
B 81 55 69 100 68 81 84
1079
crexative
Colombia MCP Server Claim 1
Provides access to geographical and tourism information about Colombia, includi…
B 81 55 72 100 47 81 99
1080
nesquikm
mcp-rubber-duck Claim 1
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber …
B 81 54 100 57 90 68 92
1081
mgriffen
tapsite Claim 1
An MCP server for web intelligence extraction that provides 55 tools for extrac…
B 81 44 71 61 95 94
1082
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
1083
georgeglarson
Venice MCP Server Claim
Enables AI assistants to access Venice AI's capabilities including chat with op…
B 81 55 84 68 72 81 99
1084
pentafive
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
B 81 55 90 71 63 82 94
1085
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 66 78 79 100 41 81 94
1086
happyeric77
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
B 81 54 90 53 N/A 62 95 100
1087
tolenonetwork
Enables users to control their Toleno mining account directly from Claude AI us…
B 81 55 90 87 30 83 100
1088
Tokio17
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
B 81 54 90 61 N/A 60 95 93
1089
Aas-ee
open-webSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
B 81 55 76 75 79 82 93
1090
velarynai
Ragora Claim
Search your knowledge bases from any AI assistant using hybrid RAG.
B 81 66 84 80 90 39 81 99
1091
molanojustin
smithsonian-mcp Claim
MCP server that provides AI assistants with access to the Smithsonian Instituti…
B 81 55 94 67 65 82 93
1092
TheDigitalNinja
Fitbit MCP Server Claim 1
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
B 81 54 79 75 N/A 64 95 91
1093
cyanheads
mcp-ts-template Claim 1
TypeScript template for building MCP servers with declarative tooling, observab…
B 81 54 71 100 N/A 46 83 98
1094
perfecxion-ai
Secure MCP Server Claim 1
Provides an enterprise-grade Model Context Protocol implementation with advance…
B 81 55 96 75 57 80 90
1095
axelspringer
Snyk MCP REST Claim
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
B 81 55 92 72 57 80 97
1096
prashantgupta123
AWS FinOps MCP Server Claim 2
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
B 81 55 92 82 51 78 92
1097
mikusnuz
agent-link-mcp Claim 1
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
B 81 44 57 N/A N/A 79 95 98
1098
bvisible
mcp-ssh-manager Claim
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
B 81 55 88 61 N/A 84 81 92
1099
Vvkmnn
claude-historian-mcp Claim 1
📜 An MCP server for conversation history search and retrieval in Claude Code
B 81 55 94 100 N/A 69 95 37
1100
BradA1878
Enables AI assistants to generate and control real-time audio synthesis through…
B 81 55 84 100 N/A 25 95 85
Showing 1051–1100 of 59993 servers
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