MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12301
henihaddad
GCP MCP Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 55 60 43 28 74 96
12302
angrysky56
MCP-Creator-MCP Claim
A meta-MCP server that helps users create new MCP servers through AI guidance, …
C 61 55 72 33 23 81 88
12303
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12304
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12305
yantrix-ai
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
C 61 55 84 0 37 81 100
12306
uraoz
A Model Context Protocol server that enables AI assistants like Claude to use B…
C 61 54 33 57 N/A 41 95 78
12307
leaveanest
Enables access to SORACOM IoT platform data including Harvest sensor data, file…
C 61 55 54 42 47 81 81
12308
iRahulPandey
A natural language interface for MLflow that allows users to query and manage t…
C 61 55 62 36 22 81 100
12309
tienan92it
A Model Context Protocol server that exposes Binance cryptocurrency exchange da…
C 61 55 51 41 39 82 93
12310
ukicar
Enables access to the Gallica digital library of the Bibliothèque nationale de …
C 61 66 92 62 0 30 82 95
12311
ciJaein
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
C 61 55 54 66 27 81 71
12312
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 66 84 71 0 27 80 95
12313
hexdecimal16
Enables performing Google searches and retrieving content from the top 5 non-so…
C 61 55 76 22 26 81 94
12314
Omkar4141
Enables natural language expense management with SQLite storage, allowing users…
C 61 54 56 25 N/A 27 95 98
12315
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12316
ilylty
JupyterMCP Claim
A Model Control Protocol (MCP) server that enables remote programmatic control …
C 61 55 66 38 16 81 93
12317
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12318
chris-enea
A Cloudflare Workers-based MCP server that enables deployment of custom tools a…
C 61 55 48 68 21 81 81
12319
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12320
btomartelli
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
C 61 55 60 17 52 83 100
12321
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12322
kukapay
whale-tracker-mcp Claim 1
A mcp server for tracking cryptocurrency whale transactions.
C 61 55 51 37 45 80 95
12323
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12324
kikumoto
A Model Context Protocol server that enables secure remote tool connections via…
C 61 54 45 62 N/A 26 90 75
12325
VinayakTiwari1103
MCP-Smallest.ai Claim 1
A Model Context Protocol server implementation that provides a standardized int…
C 61 55 51 68 22 81 76
12326
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12327
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12328
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 66 72 68 0 53 81 93
12329
smhajimirzaei
An intelligent continuous integration server that provides automated Python cod…
C 61 55 60 31 37 81 93
12330
Jay4242
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
C 61 55 61 30 39 81 92
12331
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12332
SongT-50
Korean stock market data - prices, dividends, short selling, financial disclosu…
C 61 66 72 66 53 20 82 57
12333
Luko248
This server integrates with Mozilla Developer Network (MDN) documentation to su…
C 61 66 78 62 0 53 81 93
12334
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 64 62 50 0 79 95 93
12335
voxmenthe
Enables intelligent code analysis and search across repositories using the Code…
C 61 54 60 27 N/A 47 84 87
12336
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12337
maplehilllabs
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
C 61 66 73 70 0 54 80 93
12338
arebury
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
C 61 66 78 72 0 51 81 86
12339
developit
mcp-cmd Claim
CLI for calling successive MCP Server tools
C 61 54 56 26 N/A 41 95 85
12340
irwantocrimson
MySQL MCP Server Claim
Provides MySQL database connectivity and schema inspection tools, allowing user…
C 61 55 54 55 29 77 87
12341
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 64 84 43 0 53 95 94
12342
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12343
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12344
CultriX-Github
A Cloudflare Workers-based MCP server that enables tool integration with Claude…
C 61 55 56 51 29 83 79
12345
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 55 78 40 34 81 63
12346
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12347
ChrisLAS
PodHome MCP Server Claim 1
An MCP server that integrates with the Podhome API to manage multiple podcast s…
C 61 55 45 38 48 82 97
12348
anpy-j
MCP Oracle Server Claim 1
A Model Context Protocol server that enables Claude to access and interact with…
C 61 54 45 30 N/A 38 95 98
12349
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12350
cgrdavies
mcp-clickhouse-long-running
C 61 55 54 31 45 81 97
Showing 12301–12350 of 57160 servers
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