MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36001
meruada
server Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
N/A N/A 95
36002
mexican75
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
N/A N/A
36003
andyliszewski
grounding-ai Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
N/A N/A
36004
usephedm
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
81
36005
luis.ticas1
vsfclub1 Claim
N/A N/A 95
36006
igun997
MCP server for Paper.id Indonesian invoicing and accounting platform, providing…
N/A N/A
36007
lemopian
Extracts text content from PDFs and images using Mistral's OCR API, enabling OC…
N/A N/A
36008
hi-k3uy
brag-fast Claim
81
36009
ACAne0320
基于高德地图API的中国城市天气查询MCP服务,支持实时天气和未来几天天气预报查询。
36010
a.shkurenkov
gfhf Claim
N/A N/A 95
36011
jaspertvdm
Security through absurdity: transforms SQL injection and XSS attempts into harm…
81
36012
nachogeinfor-ops
code-context Claim
An MCP server that provides dynamic codebase context to Claude Code through too…
N/A N/A
36013
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
36014
UK Food Standards Agency + EU Reg 178/2002 + HACCP + allergen labelling complia…
N/A N/A 81
36015
Able-rip
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
N/A N/A
36016
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
36017
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
36018
a2395663320
abcd Claim
N/A N/A 95
36019
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
36020
CPA Concrete Pumping Group standards, pump operator certification, BS EN 12001 …
N/A N/A 81
36021
PsychQuant
che-word-mcp Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
N/A N/A
36022
bkichler
monarch-mcp Claim
MCP server that bridges Claude to Monarch Money for personal-finance analysis a…
36023
musadev147
A production-ready MCP server with tools for weather, calculator, and mock data…
36024
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
36025
colin807
wmcp Claim
N/A N/A 95
36026 N/A N/A 95
36027
cyanheads
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
36028
@Ruiren1
mcp_project Claim
N/A N/A 95
36029
alludium
Enables LLMs to read and manage Affinity CRM data including companies, persons,…
36030 N/A N/A 95
36031
null
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
81
36032
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
36033
selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
N/A N/A
36034
doko89
MCP Memory Claim
Enables MCP clients to remember user preferences and behaviors across conversat…
36035
mukul975
Enables AI assistants to manage, monitor, and optimize PostgreSQL databases wit…
36036
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A 95
36037
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
N/A N/A 81
36038
hamzaamjad
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
36039
rich-jojo
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
36040
ivanidknow
runsec Claim
AI-powered MCP Server for Secure Coding. Zero noise, instant proof.
36041
tenequm
claude-kb Claim
Enables searching and retrieving Claude Code conversation history via hybrid se…
N/A N/A
36042
astrocal-dev
Astrocal Claim
AI-native scheduling: check availability, book meetings, cancel and reschedule …
N/A N/A
36043
PurpleBass
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
N/A N/A 95
36044
supersonicwisd1
A Multi-Agent Collaboration Protocol server that automates newsletter creation …
81
36045
yigitkonur
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
81
36046
Keesan12
Martin Loop Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
N/A N/A
36047
soohoon
greptile Claim
N/A N/A 95
36048
Travis3699
neo4jmcp Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
N/A N/A 95
36049
hkopenai
Provides access to Hong Kong registered electors data from the Registration and…
36050
axel-belfort
Multi-chain gas price API for AI agents. Compare gas prices across Ethereum, Ba…
81
Showing 36001–36050 of 43552 servers
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