MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30001
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
30002
pipeworx-io
Enables AI agents to access Product Hunt data via GraphQL API, including posts,…
30003
bkichler
monarch-mcp Claim
MCP server that bridges Claude to Monarch Money for personal-finance analysis a…
30004
ctxinf
Enables key-value storage operations using multiple backends (memory, filesyste…
30005
PsychQuant
che-word-mcp Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
N/A N/A
30006
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
N/A N/A 95
30007
musadev147
A production-ready MCP server with tools for weather, calculator, and mock data…
30008 N/A N/A 95
30009
colin807
wmcp Claim
N/A N/A 95
30010
fernforestgames
An MCP server that enables AI assistants to generate images using Black Forest …
30011
jigneshsuvariya
Enables storing and querying structured information about software code entitie…
N/A N/A
30012
RikitoNoto
MCP server for GMO Coin FX trading, positions, executions, klines, and account …
N/A N/A
30013
easyweek
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
N/A N/A
30014
alex-jb
Enables Claude-powered pre-push code review, blocking bad commits by analyzing …
N/A N/A
30015
Matthew-M-King
A local MCP server that parses Robot Framework output.xml files, scores and gro…
N/A N/A
30016
eigenbau
An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …
30017
cyanheads
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
30018
ismailcankaratas
mcp-mssql Claim
Enables natural language to SQL queries on MSSQL databases via Claude, with saf…
N/A N/A
30019
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
30020
alludium
Enables LLMs to read and manage Affinity CRM data including companies, persons,…
30021
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
81
30022
Autostackup
sales Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
N/A N/A
30023
BAESI
focal-mcp Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
N/A N/A
30024
mukul975
Enables AI assistants to manage, monitor, and optimize PostgreSQL databases wit…
30025
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
N/A N/A
30026
doko89
MCP Memory Claim
Enables MCP clients to remember user preferences and behaviors across conversat…
30027
kapoost
Federated listings from personal humanMCP servers. Search offers, trades by hum…
30028
amarodeabreu
Sensei MCP Claim
Multi-persona engineering mentor with 64 specialized AI personas that injects e…
N/A N/A
30029
Cronlytic
A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…
30030
davidemodolo
local_ai_gen Claim
Local AI generation for images, audio, speech, and 3D models using open source …
N/A N/A
30031
Themoneyhollic
Enables generating AI-powered presentations via the Gamma API directly from MCP…
N/A N/A
30032
hamzaamjad
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
30033
ivanidknow
runsec Claim
AI-powered MCP Server for Secure Coding. Zero noise, instant proof.
30034
RailKill
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
N/A N/A
30035
hermitsh-ai
shrimp Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
N/A N/A 95
30036
jordanburke
MCP server for executing shell commands on remote hosts via SSH.
N/A N/A
30037
Swarmwage
swarmwage Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
N/A N/A
30038
yigitkonur
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
81
30039
chrischall
MuseScore for Claude — search sheet music and read score metadata via your sign…
N/A N/A
30040
rohitchitodkar-bit
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
30041
A sample MCP server for testing
N/A N/A 81
30042
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
30043
eidostein
@segnals/mcp Claim
Enables AI agents to manage Segnals trading bots, strategies, PnL, and the stra…
30044
hkopenai
Provides access to Hong Kong registered electors data from the Registration and…
30045
hungnguyen1503
Enables search and management of Renesas FSP documentation, code examples, API …
30046
soohoon
greptile Claim
N/A N/A 95
30047
hansyou
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
N/A N/A 95
30048
folk00
Enables LLMs to create, onboard, and diagnose Cisco SD-WAN branch edges using M…
30049
bragabruno
Enables hybrid document search (BM25 + vector) with Reciprocal Rank Fusion over…
30050
yukkit
Production-grade MCP server that enables AI assistants to execute code securely…
Showing 30001–30050 of 45732 servers
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