MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37701
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
37702
trendsmcp
Provides Amazon search volume trends and growth signals to measure real consume…
37703
globodai-group
Enables AI assistants to search leads, view profiles, manage lists, send InMail…
N/A N/A
37704
netloc8
netloc8-mcp Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
37705
anp2protocol
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
N/A N/A
37706
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
37707
cygnussystems
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
N/A N/A
37708
ruliana
Enables interaction with your Logseq personal knowledge management system via M…
N/A N/A
37709
fernforestgames
An MCP server that enables AI assistants to generate images using Black Forest …
37710
imankgoyal
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
37711
bughide010
hideaa Claim
N/A N/A 95
37712
qnxqnxqnx
MCP server that enables AI agents to run fully interactive SSH sessions (via tm…
N/A N/A
37713
redhat-community-ai-tools
An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users …
N/A N/A
37714
codingthefuturewithai
An MCP server that analyzes local or remote GitHub repositories, providing inte…
37715
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
81
37716
shanebrady77
A Model Context Protocol (MCP) server for Beehiiv that connects your newsletter…
N/A N/A
37717
Bellasabaja
Enables managing a personal quote collection with add, search, random, delete, …
N/A N/A
37718
HarperFast
Exposes HarperDB tables and custom resources as structured MCP resources, enabl…
37719
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
37720
globalpocket
mcp-reranker Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
37721
CSOAI-ORG
MCP server for performing filesystem operations, enabling file management and m…
N/A N/A
37722
owainow
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
37723
gpavan1992
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviat…
N/A N/A
37724
BluesPrince
thiri-mcp Claim
Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
37725
ribsousa
Exposes SigmaUI Design System components to AI assistants, providing tools for …
37726
Asim971
mcpserber Claim
N/A N/A 95
37727
lubo3395
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
N/A N/A
37728
biggling
Cost basis tracking, capital gains calculation, and 1099-DA reconciliation for …
81
37729
Avicennasis
A schema-aware MCP server for Redmine that validates issue writes against workf…
N/A N/A
37730
Ashutosh-rajput
Enables AI agents to interact with a MySQL database using natural language, aut…
N/A N/A 95
37731
mark-sivill
MCP Spectral Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
N/A N/A
37732
Heretek-RE
re-speakeasy Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
N/A N/A
37733
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
37734
skillhub-club
Enables AI assistants to discover, search, and install Claude Code Skills from …
37735
dschlabach
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
37736
aisandler
MCP server for Google Ads campaign reporting and management via Claude, enablin…
37737
BrosnanYuen
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
N/A N/A
37738
Ak1Ena
db-memory Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
37739
openshift-eng
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
37740
emave
Multi-tenant MCP server with OAuth 2.1 authorization, enabling tenant-scoped to…
N/A N/A
37741
cg3
Prior Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
81
37742
universal-mcp
Enables interaction with LinkedIn tools and services through the Universal MCP …
37743
Facets-cloud
Enables management of Facets Control Plane projects, resources, environments, a…
37744
sprider
Enables Bible search and verse retrieval with multiple translations, deployable…
N/A N/A
37745
smk-h
基于MCP协议的嵌入式板卡远程管理工具,提供串口、SSH和本地PowerShell的交互能力,支持会话管理、一键登录等功能。
N/A N/A
37746
Irohitjain
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
37747
henrikogaard
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
37748
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
37749
lubo3395
Provides a set of MCP tools to let AI assistants like Claude, Cursor, and VS Co…
N/A N/A
37750
M0TT3P
digihub-mcp Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
N/A N/A
Showing 37701–37750 of 64636 servers
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