MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9901
ilpr
waitlister Claim 1
MCP server for the Waitlister API — manage waitlist subscribers through AI assi…
C 66 54 45 68 N/A 34 81 100
9902
openSVM
An MCP server implementation that enables access to DexScreener API data, provi…
C 66 55 69 83 42 81 42
9903
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
9904
aliafsahnoudeh
wildfire-mcp-server Claim 1
MCP server for detecting, monitoring, and analyzing potential wildfires globall…
C 66 55 51 67 34 82 92
9905
mclenhard
mcp-evals Claim
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
C 66 64 96 56 0 66 95 86
9906
refself
Provides comprehensive access to Yahoo Finance data, including historical stock…
C 66 55 60 57 26 80 100
9907
mcp2everything
MCP2Serial Claim 1
A bridge that connects physical hardware devices with AI large language models …
C 66 54 84 33 N/A 46 90 72
9908
johnnyclem
xcsift-mcp Claim 1
An MCP server that enables AI assistants to parse Xcode and Swift build outputs…
C 66 54 53 51 N/A 46 87 91
9909
rhein1
Agoragentic Router Claim
Capability router for autonomous agents with remote MCP and USDC settlement on …
C 66 64 90 70 0 62 83 91
9910
jezweb
OpenAI MCP Claim 1
A Model Context Protocol server enabling AI assistants to generate images throu…
C 66 55 75 41 37 81 90
9911
aparajithn
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
C 66 66 94 66 0 60 78 99
9912
JayDevelops
Pokemon MCP Server Claim
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
C 66 55 70 100 25 81 38
9913
dachienit
An MCP server that facilitates seamless interaction with SAP ABAP systems to ma…
C 66 55 69 82 49 80 40
9914
fciaf420
A personal MCP server for managing Meteora decentralized liquidity market maker…
C 66 55 60 62 23 81 97
9915
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
9916
l1806858547
TiDB MCP Server Claim 1
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
C 66 55 63 55 25 81 100
9917
h-yanagawa
Research MCP Server Claim 2
The server functions as an MCP server to interact with Notion for retrieving an…
C 66 54 54 60 N/A 38 87 87
9918
Willval117
Odoo MCP Server Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 55 66 72 18 80 81
9919
saifeezibrahim
AWS MCP Server Claim
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
C 66 55 78 33 44 81 91
9920
scarfunk
An unofficial MCP server that integrates with the Channel Talk Open API to allo…
C 66 55 56 67 31 80 88
9921
guilhermelirio
Brasil API MCP Claim 1
A Model Context Protocol server that connects AI assistants to Brazilian public…
C 66 55 45 60 44 83 100
9922
adarshem
MCP Weather Server Claim 1
A Model Context Protocol server that provides tools to fetch weather alerts for…
C 66 55 53 100 43 81 43
9923
andrew-stclair
Enables users to perform security testing and penetration testing tasks through…
C 66 55 78 40 33 81 93
9924
joshp-f
E2B Remote Server Claim
Enable secure sandboxed command execution and file operations remotely. Manage …
C 66 54 40 63 N/A 41 95 91
9925
phaserjs
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
C 66 54 56 50 N/A 34 90 97
9926
agenticcontrolio
An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files …
C 66 54 61 32 N/A 58 94 88
9927
Khushi-c-sharma
Enables AI assistants to manage personal expenses through natural conversation,…
C 66 54 76 30 N/A 24 95 96
9928
JayQuan-McCleary
zenlink-mcp Claim
Browser automation for MCP clients via Zen Browser or Firefox.
C 66 54 78 28 N/A 32 87 99
9929
wllcnm
MCP Reddit Server Claim 2
A Model Context Protocol server that enables AI assistants like Claude to brows…
C 66 55 57 53 37 82 99
9930
yasg1988
Dnevnik.ru MCP Server Claim 2
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
C 66 55 69 62 39 80 73
9931
saravmani-kmu
Learn MCP Server Claim 1
A Model Context Protocol (MCP) server designed for learning and experimentation…
C 66 54 66 52 N/A 30 75 100
9932
JoeDupuis
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
C 66 55 60 68 24 81 90
9933
gabguerin
Enables AI agents to interact with the Hooktheory API for chord progression gen…
C 66 55 68 41 47 80 90
9934
NimbleBrainInc
Enables AI assistants to manage Folk CRM data, including contacts, companies, n…
C 66 55 54 43 66 83 92
9935
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
9936
NinjaEde
A Model-Context-Protocol server that provides a read-only interface to ProAlpha…
C 66 55 72 43 39 81 92
9937
farhankaz
Redis MCP Server Claim
Enables users to perform Redis database operations using the Model Context Prot…
C 66 55 78 79 47 81 34
9938
baranwang
Trends Hub Claim 3
A MCP server that aggregates hot trends and rankings from various Chinese websi…
C 66 55 53 74 67 80 58
9939
punkpeye
mcp-animal-of-the-day Claim 1
Explore a new amazing animal every single day!
C 66 55 36 87 N/A 45 95 65
9940
LarryStanley
A Model Context Protocol service that allows AI assistants to search, retrieve,…
C 66 55 66 82 N/A 49 95 30
9941
flying3615
Provides comprehensive stock analysis tools including chip distribution, patter…
C 66 55 66 82 72 81 26
9942
QuentinCody
CIViC MCP Server Claim
Enables structured queries and data analysis of cancer genomics information by …
C 66 55 84 43 36 80 77
9943
aaronsb
Jira Cloud Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 54 85 20 N/A 55 83 84
9944
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
9945
ChristianKowalczyk
Weather MCP Server Claim
Provides real-time weather updates and city geocoding by integrating the Nomina…
C 66 55 54 60 26 83 100
9946
pickstar-2002
Redis MCP Claim
Enables AI assistants to perform comprehensive Redis database operations includ…
C 66 55 78 25 45 81 97
9947
tamappe
Market Index MCP Claim 1
Provides natural language access to over 100 years of historical market index d…
C 66 55 60 82 N/A 55 92 34
9948
hightemp
A Go-based MCP server that provides comprehensive access to the Serper Google S…
C 66 55 70 45 37 81 92
9949
linxule
MinerU Claim
MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch proce…
C 66 55 54 72 N/A 36 76 90
9950
jonmmease
jons-mcp-java Claim
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …
C 66 54 72 33 N/A 24 94 97
Showing 9901–9950 of 30006 servers
« Prev 1 197 198 199 200 201 601 Next »