MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12401
869413421
MCP Location Server Claim 1
A MCP server that uses Amap API to provide location-based services, allowing us…
C 61 55 47 62 27 81 84
12402
infobip
PlantUML Diagrams Claim
Create PlantUML diagrams with automatic syntax validation and auto-fix suggesti…
C 61 66 72 100 0 53 81 57
12403
anvikasa
Enables interaction with Cisco network devices through the RADKit SDK, allowing…
C 61 55 54 35 45 81 93
12404
hannesj
openapi-schema Claim 1
OpenAPI Schema Model Context Protocol Server
C 61 55 65 31 24 86 93
12405
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12406
code-rabi
Provide access to the LittleSis API to track corporate power and accountability…
C 61 66 78 58 0 55 81 99
12407
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12408
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 55 51 82 N/A 33 95 34
12409
199-mcp
MCP Uber Server Claim 1
An MCP server that enables AI assistants to book and manage Uber rides, includi…
C 61 55 63 75 25 81 46
12410
ciJaein
ci-openapi-mcp Claim
C 61 55 54 66 N/A 27 81 71
12411
catwhisperingninja
Discover crypto trading pairs across supported chains on DexScreener. Fetch up-…
C 61 66 78 70 0 49 80 90
12412
choi20201101
Provide access to Naver DataLab data through an MCP server interface, enabling …
C 61 54 32 67 N/A 39 92 77
12413
Nebula-Block-Data
integrates with the fastmcp library to expose the full range of NebulaBlock API…
C 61 54 54 35 N/A 22 90 99
12414
joeguo911
MCP Demo Server Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 55 72 75 23 81 37
12415
small-tou
A testing server that demonstrates Model Context Protocol features, providing a…
C 61 55 54 100 N/A 23 95 17
12416
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 55 78 40 34 81 63
12417
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12418
onurpolat05
n8n-asistans Claim
Used to create an assistant integrated with n8n that can search n8n documentati…
C 61 55 54 31 44 81 96
12419
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 54 36 56 N/A 28 90 94
12420
honeybluesky
Unipile MCP Server Claim 1
Enables AI models to interact with messages from various messaging platforms (M…
C 61 66 84 65 0 36 81 97
12421
jjyaoao
Weather MCP Server Claim
Provides real-time weather information for 12 major Chinese cities and global l…
C 61 55 54 30 52 81 94
12422
cutalion
Yonote MCP Server Claim
Provides API tools to interact with Yonote documents and collections, serving a…
C 61 55 68 35 22 81 90
12423
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12424
prem-research
Telegram MCP Server Claim 1
An MCP server that enables interaction with Telegram messaging platform, allowi…
C 61 54 45 50 N/A 24 90 95
12425
sunhuiowo
MCP_3 Claim
Provides paper search and management capabilities along with weather queries, d…
C 61 55 72 25 24 81 96
12426
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 55 70 27 24 83 96
12427
febriansyahnr
MCP Alchemy Server Claim
Provides access to financial transaction data from XB database, enabling lookup…
C 61 55 54 50 29 80 89
12428
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 54 60 33 N/A 42 95 75
12429
infinitimeless
An MCP server that allows Claude to interact with local LLMs running in LM Stud…
C 61 54 57 28 N/A 21 95 100
12430
codacy
Codacy MCP Server Claim
Enables access to Codacy's code quality platform through natural language, prov…
C 61 66 86 65 0 48 78 87
12431
jootsuki
Backlog MCP Server Claim 3
An MCP server that connects to Backlog API, providing functionality to search, …
C 61 55 57 67 22 78 72
12432
zxfgds
MCP Code Indexer Claim 1
A smart code retrieval tool based on Model Context Protocol that provides effic…
C 61 54 78 26 N/A 17 90 85
12433
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12434
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 66 84 71 0 27 80 95
12435
morimorig3
Overwatch2 MCP Server Claim 1
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve h…
C 61 55 63 82 23 81 41
12436
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 61 55 71 0 72 71 100
12437
k-lordbodin7
Enables real-time tracking of newly created liquidity pools on PancakeSwap DEX.…
C 61 55 48 41 46 82 93
12438
2022124030jc
Date-MCP Server Claim
A Model Context Protocol service that handles date and time conversions for Chi…
C 61 55 54 55 22 83 85
12439
Kentaro121
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 61 55 48 68 24 81 78
12440
MOD914353
Provides access to various joke APIs including Chuck Norris jokes, Dad jokes, a…
C 61 55 60 17 49 83 100
12441
SongT-50
Korean stock market data - prices, dividends, short selling, financial disclosu…
C 61 66 72 66 53 20 82 57
12442
Ansvar-Systems
dominican-law-mcp Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 66 86 56 0 51 82 91
12443
es617
obsidian-sync-mcp Claim 1
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
C 61 55 82 0 N/A 77 56 100
12444
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12445
intentos-labs
beeper-mcp Claim
Beeper provides transactions on BSC, including balance/token transfers, token s…
C 61 54 66 32 N/A 27 77 97
12446
radzevich
FFmpeg MCP Server Claim
Enables secure video and audio processing using FFmpeg commands in an isolated …
C 61 54 48 25 N/A 43 95 99
12447
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12448
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12449
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12450
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
Showing 12401–12450 of 30006 servers
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