MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39251
hanxing95
Search Google and major search engines through Talordata SERP API for AI agents…
N/A N/A
39252
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
81
39253
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
81
39254
pipeworx-io
Arxiv Claim
arXiv MCP — preprint server search (free, no auth)
39255
CiscoDevNet
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
39256
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
39257
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
81
39258
Albertous007
DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key req…
39259
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
39260
choihyunsus
Soul Claim
Gives AI agents persistent memory, handoffs, and shared context across sessions…
N/A N/A
39261
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
39262
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
39263
ProjectAILiberation
tactus Claim
Content-agnostic control layer for intimate hardware; forwards Buttplug/Intifac…
N/A N/A
39264
phuonghx
Serves project memory, tasks, docs, and conventions live over the Model Context…
N/A N/A
39265
junqing258
linkedin-mcp Claim
Automates LinkedIn recruiting tasks such as login, search with filters, paginat…
N/A N/A
39266
krissanders
Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
N/A N/A
39267
SparkSMB-Tim
agentic-ops Claim
Orchestration & technical-consulting MCP for end-to-end Salesforce, ServiceNow …
39268
ssvasan369
A COBOL-based MCP server that provides 7.5% sales tax calculations, demonstrati…
39269
redseerdigital
agami-core Claim
A governed MCP server that enforces a trust layer between AI agents and databas…
39270
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
N/A N/A
39271
crmy-ai
CRMy Claim
Provides AI agents with operational customer context, including typed revenue o…
39272
kitsanannam-hue
minimax Claim
N/A N/A 95
39273
Eazy-Ops
Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and…
39274
MacHu-GWU
mcp-ohmy-sql Claim
An MCP server that bridges AI assistants with SQL databases, enabling natural l…
N/A N/A
39275
4nm1tsu
vikunja-mcp Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
39276
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
39277
pipeworx-io
Search and query City of Kamloops GIS open geospatial datasets (parcels, zoning…
39278
pipeworx-io
mcp-trove Claim
Enables searching and retrieving details from the Trove digital archive (Nation…
39279
holiday-forever
Interactive photo gallery widget for a single Airbnb listing with price, rating…
39280
DevRico003
A Model Context Protocol server that allows AI agents to post tweets and thread…
39281
kendrickjr
Enables AI-powered procurement policy compliance, document generation, supplier…
39282
tim0120
Search and reference your Claude Code conversation history directly from Claude…
N/A N/A
39283
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
N/A N/A
39284
ValueArchitectsAI
sop-mcp Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
N/A N/A
39285
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
39286
jaguar999paw-droid
AI-native SSH orchestration server enabling Claude or any MCP agent to execute …
N/A N/A
39287
Iqbalahmed7
simulatte Claim
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insi…
N/A N/A
39288
Riku-KANO
An MCP server that provides a guarded interface to the mem9 persistent memory b…
39289
mkingopng
MCP server with example tools for arithmetic and greeting, designed for deploym…
39290
SpinQTech
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
39291
Pcw-Life
Provides a comprehensive suite of 56 tools for the management and automation of…
N/A N/A 95
39292
Rupert1987
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
39293 N/A N/A 95
39294
IBM
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
N/A N/A
39295
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
39296
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
39297
LuzzyMeow
LuzzyTool Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
N/A N/A
39298
basilrari
edge-ai-MCP Claim
Enables ArduPilot drone control through MAVSDK plugins, supporting mission uplo…
N/A N/A
39299
ciaraadkins
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
39300
JinyongHyun
MCP server that automatically saves summaries of AI papers or stock articles to…
Showing 39251–39300 of 64728 servers
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