MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12251
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12252
febriansyahnr
MCP Alchemy Server Claim
Provides access to financial transaction data from XB database, enabling lookup…
C 61 55 54 50 29 80 89
12253
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12254
lorrylockie
Lark MCP Server Claim 1
A server that enables LLMs to interact with Lark/Feishu services, currently sup…
C 61 55 54 55 22 80 88
12255
Whitemarmot
markly Claim
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
C 61 64 72 66 0 51 83 94
12256
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12257
isakskogstad
KB MCP Server Claim
Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, …
C 61 55 62 43 25 80 86
12258
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12259
kukapay
whale-tracker-mcp Claim 1
A mcp server for tracking cryptocurrency whale transactions.
C 61 55 51 37 45 80 95
12260
fluora-ai
Fluora MCP Claim
Enables AI agents to discover and pay for monetized services such as PDF proces…
C 61 55 78 60 36 76 42
12261
Wolfe-Jam
gemini-faf-mcp Claim
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .…
C 61 64 72 46 0 63 95 100
12262
CultriX-Github
A Cloudflare Workers-based MCP server that enables tool integration with Claude…
C 61 55 56 51 29 83 79
12263
GuiAmbassador
Enables users to fetch random jokes from multiple sources including Chuck Norri…
C 61 55 60 17 49 83 100
12264
daiji-sshr
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
C 61 55 72 0 N/A 59 81 100
12265
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12266
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
12267
sreedhag
Enables interaction with PostgreSQL databases through both HTTP and stdio trans…
C 61 55 60 43 24 81 92
12268
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 54 36 56 N/A 28 90 94
12269
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
12270
kikumoto
A Model Context Protocol server that enables secure remote tool connections via…
C 61 54 45 62 N/A 26 90 75
12271
mcpcentral-io
MCP Time Server Claim
MCP server providing various date/time functions including current time, timezo…
C 61 66 78 72 0 33 81 99
12272
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12273
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12274
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
12275
anvikasa
Enables interaction with Cisco network devices through the RADKit SDK, allowing…
C 61 55 54 35 45 81 93
12276
yantrix-ai
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
C 61 55 84 0 37 81 100
12277
hatif03
algorand-mcp Claim 1
Build and manage Algorand accounts, assets, transactions, and smart contracts i…
C 61 55 84 57 N/A 31 77 40
12278
mohamedaadhil96
Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI …
C 61 55 60 40 27 81 94
12279
kira-autonoma
devtools-mcp Claim
A comprehensive toolkit of 23 developer utilities that enables AI assistants to…
C 61 54 66 0 N/A 55 92 98
12280
sthossan
Enables users to get weather information and Islamic prayer (Namaz) times, alon…
C 61 55 48 100 24 81 41
12281
878787ya
Enables fetching and analyzing YouTube video comments and replies through the Y…
C 61 54 48 43 N/A 24 95 91
12282
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 66 74 71 0 55 81 86
12283
Ricky610329
mup Claim
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
C 61 54 90 0 N/A 48 89 76
12284
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12285
Bwkyd
Weixin MCP Claim
Enables reading and extracting content from WeChat public account articles usin…
C 61 54 50 35 N/A 48 92 84
12286
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12287
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12288
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
12289
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 55 54 55 22 81 87
12290
rein1225
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
C 61 54 42 60 N/A 37 84 81
12291
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
12292
johnagan
MCP server that enables collection of data from BuildingLink, providing access …
C 61 55 62 47 60 81 55
12293
ingero-io
ingero Claim
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…
C 61 54 68 0 N/A 59 89 93
12294
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12295
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12296
MarcoAR1
BotUyo MCP Server Claim
Enables the creation and management of BotUyo AI agents directly from MCP-compa…
C 61 55 88 0 38 81 95
12297
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12298
koseha
API MCP Server Claim 1
A Model Context Protocol server that provides basic tools for arithmetic operat…
C 61 54 63 50 N/A 27 95 59
12299
Moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
C 61 54 45 56 N/A 29 95 76
12300
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 55 78 40 34 81 63
Showing 12251–12300 of 54421 servers
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