MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2201
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2202
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 55 94 47 N/A 73 80 96
2203
saucelabs
sauce-api-mcp Claim
An open-source MCP server that provides LLM access to the Sauce Labs API
B 78 54 74 66 N/A 68 87 95
2204
tspspi
MCP Files Claim 1
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
B 78 54 72 72 N/A 60 92 92
2205
ExpertVagabond
ordinals Claim 3
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
B 78 55 90 100 N/A 73 70 47
2206
pjueon
PromptBoard Claim
A shared whiteboard server that enables users to provide visual context to AI a…
B 78 55 84 56 69 82 100
2207
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2208
symgraph
IDAssistMCP Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
B 78 54 80 57 N/A 62 94 93
2209
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
2210
vishalkg
Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…
B 78 55 76 82 N/A 32 95 91
2211
svnscha
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
B 78 54 71 61 N/A 97 80 92
2212
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2213
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
2214
levz0r
html-to-markdown-mcp Claim 2
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
B 78 55 75 100 N/A 62 92 53
2215
MrOrz
Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…
B 78 55 90 100 61 81 48
2216
1lystore
mcp-server Claim 3
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
B 78 54 75 71 N/A 66 83 93
2217
minbang930
Youtube Vision MCP Claim
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
B 78 55 84 77 46 80 95
2218
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2219
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2220
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
2221
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
2222
anit05
This server provides database access capabilities to Claude, supporting SQLite,…
B 78 54 84 58 N/A 46 95 100
2223
RyoJerryYu
A Python package enabling LLM models to interact with the Memos server via the …
B 78 54 100 40 N/A 62 90 93
2224
davidan90
time-node-mcp Claim 1
Timezone-aware date and time operations with support for IANA timezones, timezo…
B 78 54 90 57 N/A 38 94 100
2225
YimingYAN
fivetran-mcp Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 55 67 82 N/A 63 77 100
2226
MissionSquad
THORChain MCP Server Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 55 74 100 47 81 76
2227
opendedup
Transforms high-level business intents into structured Data Product Requirement…
B 78 55 96 58 44 82 100
2228
CodeLogicIncEngineering
codelogic-mcp-server Claim 2
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
B 78 54 81 63 N/A 82 81 87
2229
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2230
kgNatx
Mockups MPC Claim
A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tool…
B 78 55 76 60 76 82 97
2231
detailobsessed
unblu Claim
Token-efficient MCP server for 300+ Unblu API endpoints
B 78 54 80 63 N/A 85 78 86
2232
ymyzk
Nagoya Bus MCP Claim
Provides access to Nagoya bus system information and schedules. Enables users t…
B 78 54 68 58 N/A 72 95 100
2233
07freedom
M-Team MCP Server Claim
Enables AI assistants to interact with the M-Team private torrent tracker API f…
B 78 55 68 82 68 80 95
2234
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2235
drfccv
mcp-server-12306 Claim 1
An MCP server that provides 12306 ticket query
B 78 55 69 91 N/A 57 95 74
2236
AlexanderLawson17
revettr-mcp Claim
Counterparty risk scoring for agentic commerce via x402 micropayments.
B 78 44 66 58 95 92
2237
cleburn
aegis-mcp Claim
Runtime governance enforcement for AI agents. Zero token overhead.
B 78 54 84 63 N/A 57 88 96
2238
ai-naming-standard
Enables automatic generation and validation of standardized file names using AI…
B 78 55 90 100 N/A 45 95 44
2239
xiaobenyang-com
calculator Claim 1
A fully functional calculator server based on Model Context Protocol (MCP), pro…
B 78 64 78 80 84 45 95 78
2240
roddutra
Agent MCP Gateway Claim
On-demand tool discovery for all your MCPs and per-subagent MCP controls to pre…
B 78 54 94 63 N/A 75 95 59
2241
nicholasglazer
gnosis-mcp Claim
Zero-config MCP server for searchable documentation. Loads markdown into SQLite…
B 78 54 88 41 N/A 73 95 92
2242
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2243
qso-graph
eqsl-mcp Claim
eQSL.cc MCP server. Inbox download, QSO verification, Authenticity Guaranteed s…
B 78 55 72 82 N/A 38 95 95
2244
MCP-Hive
mcp-hive-proxy Claim
MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https…
B 78 54 84 67 N/A 50 95 86
2245
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2246
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2247
Akkshay10
MCPClientMock Claim 2
MCP server for James Bloom MockServer - create expectations, verify requests, a…
B 78 55 69 100 N/A 61 95 56
2248
RoleModel
optics-mcp Claim 1
MCP Server for Optics Design System documentation and token usage.
B 78 54 71 52 N/A 77 95 98
2249
malaksedarous
Provides AI coding assistants with context optimization tools including targete…
B 78 55 90 65 64 80 87
2250
sksk0301
notion-mcp-server Claim
B 78 54 92 62 N/A 44 95 87
Showing 2201–2250 of 66402 servers
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