MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44951
sirius-cc-wu
Enables reading and managing markdown note files from a specified directory thr…
N/A N/A 95
44952
osmarsant
Integrates with FitSlot API to manage support tickets, provide chatbot assistan…
81
44953
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
44954
LibreChat-AI
Provides 55 tools for managing QuickBooks entities like customers, invoices, an…
44955
shadi-fsai
A Model Context Protocol server that enables AI assistants like Claude to progr…
81
44956
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
44957
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
44958
ragalgo
mcp- Claim
Get reliable daily close financial context for Korean stocks and crypto. Access…
N/A N/A 95
44959
VirtusLab-Open-Source
AI models access to the Strapi Context via the Model Context Protocol (MCP)
N/A N/A
44960
fastmcp-me
Reddit MCP Claim
Enables browsing, searching, and reading Reddit posts, comments, and subreddits…
44961
pkduongsu
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
44962
ProSuite
prosuite-mcp Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
44963
ramoira
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
44964
Nickalus12
PSKit Claim
Neural-safe PowerShell automation server for AI agents, enabling file managemen…
44965
BillyBunn
MCP server for privacy-gated local Apple data access including Mail, Messages, …
N/A N/A
44966
IlyasFardaouix
FinClaw Claim
MCP server that provides AI agents with financial tools including real-time quo…
N/A N/A
44967
fellowship-dev
Navvi Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
N/A N/A
44968
aayoawoyemi
ori-memory Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
N/A N/A 95
44969
jdubois
A wrapper around the Azure CLI command line that allows you to talk directly to…
N/A N/A 95
44970
balloonf
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
N/A N/A 95
44971
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
44972
rriesco
Python MCP server for GitHub operations, providing native tool integration with…
44973
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
44974
mplogas
mitm-mcp Claim
MCP server for network-level TLS interception and IoT security testing. Orchest…
N/A N/A
44975
pipeworx-io
mcp-overpass Claim
Enables programmatic queries against the OpenStreetMap database using the Overp…
44976
paylink-ai
Open-source MCP server that streamlines payment integration for AI agents and f…
44977
nguyennguyenit
sapo-mcp Claim
Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing …
44978
lastmile-ai
Enables semantic and full-text search over the official Model Context Protocol …
44979
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
44980
cargoffer
AI-powered route optimization MCP server for heavy vehicles and logistics. Calc…
44981
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
44982
peteretelej
largefile Claim
Navigate, search, and edit large codebases, logs, and data files that exceed AI…
N/A N/A
44983
ATERCATES
MCP server for integrating with Bitbucket Cloud and Server APIs, enabling AI as…
44984
zerox12311
context7 Claim
N/A N/A 95
44985
punic-pillars
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
N/A N/A
44986
malkreide
An MCP server that connects AI models to the Lobbywatch.ch database, providing …
44987
fritzprix
An immersive Role-Playing Game server built on the Model Context Protocol for i…
N/A N/A
44988
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
44989
CSOAI-ORG
hash-utils-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44990
AI-Scarlett
Enables read-only interaction with App Store Connect via MCP tools, including l…
N/A N/A
44991
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
N/A N/A
44992
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
44993
dhruvshekhawat504-eng
Enables lead management and permission set operations on Salesforce through the…
44994
Rhodium11
MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…
44995
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A 95
44996
neoai-agent
newrelic-mcp Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
44997
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
44998
joepangallo
agent-pay Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
N/A N/A 95
44999
dalebrubaker
MCP server for searching code via SourceGraph's GraphQL API, enabling fast symb…
45000
valtirman
NDASentry Claim
Anonymous NDA risk analysis exposed as MCP tools. Designed for AI agents to rev…
Showing 44951–45000 of 45235 servers
« Prev 1 898 899 900 901 902 905 Next »