MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55951
itjung-source
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
N/A N/A
55952
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
55953
GeekStewie
sf-mcp Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
55954
jeromwolf
hotspot-MCP Claim
Enables Claude LLM to run HotSpot atmospheric dispersion simulations via natura…
N/A N/A
55955
usrivastava92
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
N/A N/A
55956
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
N/A N/A
55957
Anurag7376
Generates custom React components following Shadcn UI standards with TypeScript…
N/A N/A
55958
Mr-wang007s
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
55959
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
55960
CliDyn
A self-hosted MCP server that gives LLM agents local, reproducible access to Co…
55961
serkanyasr
Enables advanced RAG with knowledge graphs, supporting document ingestion, mult…
55962
mkriggsbee
Federal Agency Rules and Executive Actions
81
55963 N/A N/A 95
55964
gszecsenyi
SchemaVault Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
N/A N/A
55965
benkeeley9
Enables AI assistants to execute SQL queries and explore databases, tables, and…
N/A N/A
55966
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
55967
fastmcp-me
uniprot-mcp Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
55968
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
55969
guidobonomini
A specialized MCP server for Argentine legal professionals, enabling legal rese…
55970
thefactremains
An MCP server that lets Claude read and write your Things 3 tasks on macOS via …
N/A N/A
55971
Flagsmith
Flagsmith Claim
MCP server for Flagsmith's Core and SDK APIs, enabling management of feature fl…
N/A N/A
55972
uiqkos
Enables querying LlamaCloud document indices using retrieval-augmented generati…
55973
ExactPDF Claim 1
Agent-facing PDF API: merge, split, rotate, compress, images, metadata, text, a…
N/A N/A 81
55974
valdo99
ClawPay Claim
Enables AI agents to make payments by securely storing encrypted card details a…
N/A N/A
55975
Autonomad1
travel Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
55976
lordbasilaiassistant-sudo
MCPAGENT Claim
Enables AI agents to discover and interact with onchain agent infrastructure on…
55977
dfridkin
clawops Claim
Deploy and manage self-hosted OpenClaw instances across clouds
N/A N/A
55978
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
55979
antonlunden
Vehicle MCP Claim
Enables AI assistants to control vehicles by checking battery status, managing …
55980
remember-md
Enables semantic search and retrieval from your local markdown brain (Remember.…
N/A N/A
55981
FutureEnterprises
Hands a human's working browser session — tabs, scroll positions, video timesta…
55982
carlosmgv02
Professional AI-powered architecture diagram generator with multi-cloud support…
N/A N/A
55983
thana0623
Automatically generates and manages a prompts system for software projects, ena…
N/A N/A
55984
ibmbpm
Enables AI agents to integrate with IBM Business Automation Workflow by exposin…
N/A N/A
55985
Koolercat
A small MCP server that stores and retrieves compact decision-relevant state (g…
N/A N/A
55986
cesteral
The Trade Desk management — CRUD, GraphQL, bulk ops, and async reports
55987
Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
N/A N/A
55988
happybigmtn
Enables querying Base Network blockchain data including blocks, transactions, b…
N/A N/A
55989
SymbolStar
gmail-mcp Claim
Enables reading Gmail emails through the Model Context Protocol, supporting lis…
N/A N/A
55990
JoaoCarabetta
This MCP server provides AI-optimized access to Brazil's largest open data plat…
55991
DIALLOUBE-RESEARCH
BTC Decision Terminal for agents. 25 credits/day + intro (~32). HOLD free. Pass…
55992
clankercode
Enables fetching patents from multiple global sources by patent ID, returning P…
N/A N/A
55993
florinel-chis
Enables searching and retrieving Magento 2 REST API documentation offline via l…
N/A N/A
55994
0x3at
tasks Claim
N/A N/A 95
55995
akshat
vyazen Claim
N/A N/A 95
55996
csanad-bc
testmcp Claim
N/A N/A 95
55997
quinnbmay
n8n Claim
N/A N/A 95
55998
sjcripps
Enables AI assistants to perform real-time business intelligence tasks includin…
N/A N/A
55999
silvino-av
puppeteer Claim
MCP server for headless browser automation using Puppeteer, enabling AI to navi…
N/A N/A
56000
restnfeel
digiloglabs Claim
digiloglabs mcp
N/A N/A 95
Showing 55951–56000 of 57160 servers