MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13201
sideffect263
Enables network scanning and security assessment using Nmap through MCP, allowi…
C 59 55 54 72 29 78 52
13202
LokerL
A lightweight MCP server that allows querying and searching for Douyu live stre…
C 59 55 50 31 41 81 92
13203
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 55 45 57 21 81 84
13204
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
13205
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 66 66 68 0 44 81 98
13206
abutbul
An MCP server that helps AI assistants manage expense-sharing for social events…
C 59 55 55 30 40 81 89
13207
Kim-soung-won
mcp-example Claim
C 59 54 30 45 N/A 26 94 100
13208
giancarloerra
socraticode Claim 3
MCP server for local codebase indexing, semantic search, and code dependency gr…
C 59 64 61 61 0 88 69 90
13209
AmeyMedewar
Automates cold email outreach for job applications by parsing job postings, gen…
C 59 54 60 27 N/A 21 95 87
13210
Utkarshchaudhary009
YtMCP Claim 1
A Model Context Protocol server providing comprehensive read-only access to You…
C 59 55 45 36 40 83 95
13211
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
13212
inErrataAI
Enables AI agents to search for answers, log unresolved questions, and automati…
C 59 55 76 0 35 81 99
13213
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 66 75 71 0 40 81 83
13214
rajeevchandra
Provides real-time weather information for any city worldwide using the Open-Me…
C 59 55 56 35 19 82 100
13215
jnicolasgomez
Provides access to the Bandmate REST API for managing songs with chord notation…
C 59 66 74 62 0 38 80 96
13216
Prooflie
An MCP server that provides deepfake detection capabilities, allowing clients t…
C 59 66 65 71 0 36 81 99
13217
DeveloperZo
Enables comprehensive audio file analysis and metadata extraction with speciali…
C 59 64 78 48 0 39 95 92
13218
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13219
ZaharGusyatin
An MCP server designed for React Native and Expo development that provides spec…
C 59 64 57 68 0 42 92 96
13220
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 54 76 58 N/A 26 89 28
13221
1193776794
Frida Agent MCP Claim
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
C 59 54 48 33 N/A 29 90 95
13222
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
13223
nomi982
Stock-MCP Claim
Provides real-time A-share (Chinese stock market) data through AKShare integrat…
C 58 55 50 27 47 81 89
13224
zcrossoverz
upwork-mcp Claim 1
A Model Context Protocol server that enables AI agents to search, analyze, and …
C 58 55 79 0 35 78 96
13225
felores
Airtable MCP Server Claim 2
A Model Context Protocol server that provides tools for programmatically managi…
C 58 66 79 60 0 32 81 94
13226
foundry-works
foundry-mcp Claim
Turn AI coding assistants into reliable software engineers with structured spec…
C 58 55 72 23 N/A 72 81 46
13227
Dalejan
Enables querying volleyball match, team, and tournament data from VolleyballWor…
C 58 54 48 37 N/A 25 95 83
13228
emi-dm
PubMed MCP Server Claim
Enables searching and retrieving detailed information from PubMed articles usin…
C 58 55 60 30 26 81 90
13229
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 54 48 58 N/A 31 92 56
13230
richarda23
An MCP server that provides tools for querying the Edinburgh Festivals API to r…
C 58 55 57 18 46 81 91
13231
joeyheath65
A customizable, production-ready template for building Model Context Protocol s…
C 58 55 60 33 22 81 90
13232
aizukanne
ihyee-mcp Claim 2
An MCP server that provides AI assistants with web search and intelligence capa…
C 58 55 75 0 45 81 92
13233
shivam3-garg
Paytm MCP Server Claim
A Python-based MCP server for managing Paytm payment links and transactions. It…
C 58 55 60 30 25 77 93
13234
xjxjin
A database query service that enables users to search and retrieve data from Po…
C 58 55 54 47 22 80 82
13235
thisdot
Secure Docusign Navigator integration for AI assistants to access and analyze a…
C 58 66 94 10 0 75 80 100
13236
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13237
kukapay
dex-kline-mcp Claim 1
An MCP server that streams K-line (candlestick) data from decentralized exchang…
C 58 55 45 36 39 81 91
13238
kukapay
An MCP server that tracks Ethereum’s validator activation and exit queues in re…
C 58 55 45 27 41 83 100
13239
ethereumfollowprotocol
ETHID MCP Server Claim
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
C 58 66 72 60 0 49 82 89
13240
eduresser
sqlite-mcp Claim 1
An MCP server that enables AI agents to interact with SQLite databases by query…
C 58 55 61 0 64 76 96
13241
SupenBysz
Gitea MCP Tool Claim 1
Enables AI assistants to interact with Gitea repositories through intelligent t…
C 58 66 78 55 0 51 82 83
13242
leonwgc
Ant Design MCP Server Claim 1
Provides access to Ant Design component library documentation and information f…
C 58 66 80 50 0 37 84 98
13243
MBratkowski
Koleo MCP Server Claim 1
An MCP server that provides access to the Koleo API for Polish train timetables…
C 58 55 45 42 30 80 93
13244
Ayesha0300
MCP server that fetches LinkedIn profile information using the Fresh LinkedIn P…
C 58 55 48 37 23 81 100
13245
kukapay
bitcoin-utxo-mcp Claim 1
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and bloc…
C 58 55 45 27 38 83 100
13246
chenm1xuexi
Feifei Proxy MCP Claim
A service that converts existing MCP protocols (stdio/sse) to streamable\_http …
C 58 54 60 31 N/A 26 95 70
13247
smatiolids
Astra MCP Server Claim
Enables interaction with DataStax Astra DB through the Model Context Protocol. …
C 58 55 72 58 71 81 4
13248
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13249
StepanCooleague
file-finder-mcp Claim 2
A MCP server that allows searching for files in the filesystem based on path fr…
C 58 54 63 56 N/A 20 92 46
13250
AndreaRettaroli
Enables AI agents to autonomously request services from other specialized agent…
C 58 55 62 33 25 81 81
Showing 13201–13250 of 54421 servers
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