MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29275
Scored
2095
Verified
16952
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37051
chenzhaoxuan0
tavily-mcp Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
37052
pipeworx-io
mcp-dblp Claim
Enables searching DBLP authors and venues, providing author details like affili…
37053
jerelvelarde
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
N/A N/A
37054
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
37055
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
37056
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
37057
zapier
zapier-mcp Claim
Connect your AI to thousands of apps with the Model Context Protocol.
N/A N/A
37058
vinkius-labs
mcpfusion Claim
MCP Fusion - The TypeScript framework for secure MCP servers.
N/A N/A
37059
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
37060
grocery-prices Claim 1
UK grocery price comparison across major supermarkets.
N/A N/A 81
37061
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
81
37062
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
N/A N/A
37063
tuantrunglc
MCP server that connects Claude with Redmine to check issues and log time autom…
37064
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
37065
Gill-tech
soil-wise Claim
N/A N/A 95
37066
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
37067
yjk0728
lm Claim
N/A N/A 95
37068
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
37069
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
37070
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
37071
crypto-bytes Claim 1
Crypto Bytes MCP Server
N/A N/A 81
37072
web3signals
agent-seo Claim
Score any AI agent before you use it. Score your own before you release it. Che…
81
37073
george-mellow
Spotter-SAST Claim
Enterprise-grade MCP server for static application security testing with multi-…
N/A N/A
37074
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
37075
CSOAI-ORG
DORA × NIS2 Crosswalk MCP — map Regulation (EU) 2022/2554 obligations to Direct…
N/A N/A
37076
CSOAI-ORG
legal-document-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37077
zengwenliang416
A structured problem-solving MCP server that breaks down complex tasks into seq…
37078
digitalpromptmarket-beep
AgentCost Claim
MCP server that analyzes AI agent session logs to find token waste and optimiza…
N/A N/A
37079
brokermr810
QuantDinger Claim
AI quantitative trading platform for crypto, stocks, and forex with backtesting…
N/A N/A
37080
dagucloud
dagu Claim
Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
N/A N/A
37081
jorgeper
A simple demonstration server for the Model Context Protocol that provides tool…
N/A N/A 95
37082
Cope-Labs
selvo Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
N/A N/A 95
37083
modelscope
FunASR Claim
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, spea…
N/A N/A
37084
CSOAI-ORG
ascii-art-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37085
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
81
37086
brightdataa
hide-mcp Claim
Store and recall user-specific facts across conversations with a structured kno…
N/A N/A 95
37087
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
81
37088
dddvchang
A proxy server that enables communication between clients (like Claude AI or VS…
81
37089
stevebutterworth
govping Claim
Free regulatory intelligence. Search 27,000+ changes across 2,000+ government s…
N/A N/A 95
37090
georgejeffers
An MCP server for interacting with the Etsy API, enabling listing management, s…
N/A N/A
37091 N/A N/A 95
37092
damionrashford
Enables direct access to LinkedIn through natural conversation, allowing users …
N/A N/A 95
37093
suliuer
hello Claim
N/A N/A 95
37094
acebot712
PromptGuard Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
N/A N/A 83
37095
jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
N/A N/A 95
37096
dugd
codeskeleton Claim
Enables AI agents to efficiently read Python code by first providing file skele…
N/A N/A
37097
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
N/A N/A 95
37098
mohachi8
apple-mcp Claim
N/A N/A 95
37099
mh8974
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
N/A N/A 95
37100
nimbusapi
Real-time and historical exchange rates for 160 fiat, crypto, and precious meta…
81
Showing 37051–37100 of 41157 servers
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