MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57301
DhruviPatel712
Enables safe, read-only querying and schema exploration for Microsoft SQL Serve…
57302
MartinCastroAlvarez
Exposes Django admin's ModelAdmin as MCP tools, with identical permissions, for…
57303
sjk4425
Enables natural language management of Naver Cloud Platform infrastructure, cov…
57304
node2flow-th
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
N/A N/A
57305
cococolanosugar
MCP server that enables natural language control of internet radio from Claude …
N/A N/A
57306
rafalr100
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
N/A N/A
57307
SsssssSynqa
Enables Claude Code to read encrypted WeChat chat history from local database, …
N/A N/A
57308
mctar
MCP server for querying data from Norway's Government Pension Fund Global — the…
57309
wheattoast11
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
N/A N/A
57310
BELIEVE-IT-GROUP
Connects Claude to marketing intelligence, enabling brand scanning, content gen…
57311
yugmatech
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
57312
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
N/A N/A
57313
Yaksh36
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
N/A N/A
57314
CSOAI-ORG
mifid-ii-ai-mcp Claim 1
MiFID II Article 17 algorithmic trading + RTS 6 testing/risk controls + best ex…
N/A N/A 81
57315
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
57316
teaguesterling
Fledgling Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
N/A N/A
57317
chenz4027
postgres-mcp Claim
Enables Claude to interact with a local PostgreSQL database through SQL queries…
N/A N/A
57318
keeganthewhi
Adversarial review system that spawns three independent contrarian reviewers to…
N/A N/A
57319
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
57320
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
N/A N/A
57321
michaelrice
vcenter-mcp Claim
Provides tools to list, create, power on/off, and delete VMs on vCenter or ESXi…
57322
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
57323
mbeps
Enables LLMs to work with Excel and CSV files through structured tools for work…
57324
itsmeadarsh2008
Enables searching and retrieving Reflex documentation, including full-text sear…
57325
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
57326
Cbrown35
Enables natural language management of 20i web hosting services, including doma…
57327
sarvea45
MCP server that exposes a university course catalog to LLMs, enabling course se…
57328
muhammedehab35
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
57329
aixsignal
smithly-aix Claim
N/A N/A 95
57330
nine710
mcp-redact Claim
Local-first CLI and MCP server for redacting sensitive text before sharing logs…
N/A N/A
57331
JUNKDOGE-JOE
ae-mcp Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
N/A N/A
57332
oculairmedia
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
57333
pslkk
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
57334
moonbanking
Provides AI agents with live access to a global directory of consumer and busin…
57335
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
57336
Cnd-North
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
57337
GenAICPA
A Model Context Protocol server that provides access to the GLEIF REST API for …
57338
Captain-Jay29
polyg-mcp Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
N/A N/A
57339
harsh5i
Flux Memory Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
N/A N/A
57340
Marary
Enables sending emails (including mass emailing), querying, updating, and cance…
57341
esakrissa
A Model Context Protocol (MCP) server that allows LLMs to search for hotels and…
57342
katokdoescode
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
57343
Converly-Conversion-Tracking
converly Claim
Set up and manage conversion tracking by chatting with your AI assistant.
57344
BuildWithBeacon
A collection of over 20 specialized MCP servers that enable LLMs to manage cust…
57345
monteiro-consulting
eaight Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
N/A N/A
57346
jams24
Manage crypto payments, stores, digital products, and orders via InventPay
N/A N/A 95
57347
scarter4work
Enforces client-mandated development workflows with audit trails, state persist…
N/A N/A
57348
SantipBarber
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
57349
NIKX-Tech
Sentor Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
N/A N/A
57350
bermingham85
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
N/A N/A
Showing 57301–57350 of 57357 servers