MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51051
velt-js
Provide AI assistants and MCP clients with detailed analytics data about organi…
N/A N/A 95
51052
jaablon
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
51053
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
51054
bradsjm
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
81
51055
devag7
linkedin-mcp Claim
LinkedIn for AI assistants over an authenticated browser session — profiles, pe…
N/A N/A
51056
surajinacademia
Enables AI agents to control Fiji/ImageJ for microscopy image analysis through …
N/A N/A
51057
dasein108
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
N/A N/A
51058
Bright-L01
The first NetworkX integration for Model Context Protocol, enabling graph analy…
N/A N/A 95
51059
MarceauSolutions
YouTube automation: upload videos, Shorts, manage playlists, get analytics
N/A N/A 75
51060
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
51061
yi-dong-z
An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
51062
rashidazarang
Enables AI assistants to manage Debian package repositories through natural lan…
81
51063
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
81
51064
feedthrough
feedthrough Claim
In-browser debug bridge that injects into your running web app, so an agent can…
N/A N/A
51065
gigimento
Enables AI assistants to interact with SQL Server databases through tools for c…
N/A N/A
51066
haruhi2ux
An MCP server that enables AI agents to automate browser interactions using Pla…
51067
shaqmughal
seekstone Claim
Filesystem-direct Obsidian MCP server with low context-tax. Reads your vault di…
N/A N/A
51068
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
51069
equinixfabric
Equinix Fabric MCP Server is an AI-powered interface that enables customers to …
N/A N/A 95
51070
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
51071
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
51072
billmacuk
LiftMCP Claim
Makes websites AI-agent-ready via MCP. Each property gets its own hosted MCP se…
51073
mcpassure
MCP CNES Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
N/A N/A
51074
flarelink-dev
Flarelink Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
N/A N/A
51075
Ritzky
Open-source routing layer that splits compute jobs and inference prompts across…
51076
eaisdevelopment
MCP bridge for inter-session communication between Claude Code instances
N/A N/A 95
51077 N/A N/A 95
51078
robotmcp
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
51079
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
51080
Sl-m
Slack Claim
Manage workspace communications by sending messages, replying to threads, and s…
81
51081
simongonzalezdc
ComplyOS Claim
AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
51082
labeveryday
Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
51083
subhamyadav580
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
51084
ParthKapoor-dev
terminal-mcp Claim
A secure and pluggable MCP server to run terminal commands on your local machin…
N/A N/A 95
51085
dp-pcs
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
N/A N/A
51086
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
81
51087
Nossim
Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
51088
51089
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
81
51090
vaspap1790
jira-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
51091
keadachik
This remote MCP server allows interaction with the Dynatrace observability plat…
51092
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
51093
zinin
Connects SketchUp to Claude AI through the Model Context Protocol, enabling pro…
N/A N/A
51094
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
51095
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
51096
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
51097
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A
51098
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
51099
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
N/A N/A 95
51100 N/A N/A 95
Showing 51051–51100 of 57160 servers