MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2151
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
2152
Lexpedite
Enables interaction with the Blawx API to discover project ontologies, ask ques…
B 78 55 84 72 45 81 98
2153
domdomegg
Google Contacts Claim
Allow AI systems to list, search, and manage contacts via Google Contacts.
B 78 54 88 72 N/A 55 75 95
2154
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
2155
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2156
nickytonline
A starter template for building remote Model Context Protocol servers using Typ…
B 78 55 80 60 67 84 100
2157
Njengah
Reads README files from the file system and automatically generates structured …
B 78 55 90 100 N/A 33 95 51
2158
mstfe
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
B 78 55 90 68 40 81 99
2159
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
2160
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2161
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
2162
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 55 94 66 42 81 95
2163
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
2164
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 55 94 47 N/A 73 80 96
2165
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2166
svnscha
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
B 78 54 71 61 N/A 97 80 92
2167
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2168
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
2169
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
2170
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
2171
s-n-n
Edge TTS MCP Claim 1
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
B 78 55 72 82 N/A 45 90 96
2172
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
2173
antvis
mcp-server-antv Claim 1
🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…
B 78 54 75 65 N/A 68 95 88
2174
raisinbread
Teleprompter Claim
Enables storage and reuse of prompt templates with variable substitution for LL…
B 78 54 82 58 N/A 59 95 93
2175
cyanheads
shift-mcp-server Claim 1
Lightweight coordination layer for multiple AI agents working on the same codeb…
B 78 44 72 N/A N/A 57 83 96
2176
CryptoAPIs-io
mcp-simulate Claim 2
MCP server for dry-run EVM transaction simulation via Crypto APIs
B 78 66 81 76 94 42 72 92
2177
daedalus
mcp-rpn Claim
MCP server that exposes an RPN calculator
B 78 44 64 N/A N/A 49 95 99
2178
estruyf
Enables AI assistants to interact with Demo Time and helps build presentations …
B 78 54 72 65 N/A 74 90 92
2179
prefrontal-systems
cortexgraph Claim 1
Temporal memory system for AI assistants with human-like forgetting curves. All…
B 78 55 62 82 N/A 65 95 86 HT
2180
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
2181
atonomus
MCP Servers Search Claim
Enables discovery and querying of available MCP servers from the official repos…
B 78 55 94 63 49 81 95
2182
pulsemcp
vercel Claim 2
MCP server for Vercel — manage deployments and view build and runtime applicati…
B 78 54 86 72 N/A 76 69 88
2183
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
2184
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
2185
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
2186
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
2187
ai-naming-standard
Enables automatic generation and validation of standardized file names using AI…
B 78 55 90 100 N/A 45 95 44
2188
drfccv
mcp-server-12306 Claim 1
An MCP server that provides 12306 ticket query
B 78 55 69 91 N/A 57 95 74
2189
cleburn
aegis-mcp Claim
Runtime governance enforcement for AI agents. Zero token overhead.
B 78 54 84 63 N/A 57 88 96
2190
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
2191
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2192
RLabs-Inc
gemini-mcp Claim
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & C…
B 78 54 90 72 N/A 58 83 81
2193
MrOrz
Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…
B 78 55 90 100 61 81 48
2194
ElonJask
Reqable MCP Server Claim 2
Exposes local Reqable network capture traffic to MCP clients for real-time moni…
B 78 55 68 82 N/A 64 92 80
2195
w8s
w8s-astro-mcp Claim 1
A personal astrological server that provides high-precision tools for generatin…
B 78 55 66 91 N/A 45 95 85
2196
tealight-uk
U301 URL Shortener MCP Server
B 78 54 82 71 N/A 43 95 92
2197
Stefan-Nitu
MCP Xcode Claim
Enables AI assistants to build, test, run, and manage Apple platform projects (…
B 78 54 78 61 N/A 57 95 94
2198
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
2199
soth-ai
mcp-reticle Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
B 78 54 90 33 N/A 74 95 98
2200
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
Showing 2151–2200 of 66402 servers
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