MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24886
Scored
1349
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32851
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
32852
darkt22002
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
N/A N/A 95
32853
gentry-ai-bot
contentforge Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
N/A N/A 95
32854
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
32855
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
32856
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
N/A N/A 61
32857
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
32858
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI …
N/A N/A 81
32859
12345678969696969
Exposes popular OSINT and reconnaissance tools like Sherlock, SpiderFoot, and H…
81
32860
huangmy157
shop Claim
N/A N/A 95
32861
theYahia
cdek-mcp Claim
MCP server for CDEK delivery API — tariff calculation, order creation, tracking…
N/A N/A
32862
godson
godson_1 Claim
N/A N/A 95
32863
aseltyar
odoo Claim
N/A N/A 95
32864
mayankjanmejay
BopMarket Claim
AI agent marketplace — search, buy, sell, and track products across 5 platforms
32865
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
N/A N/A 95
32866
cachly-dev
mcp-server Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
N/A N/A 95
32867
yetanother-alt
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
32868
pipeworx-io
dadjokes Claim
Dad Jokes MCP — wraps icanhazdadjoke.com (free, no auth)
32869
andresharpe
dotbot Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
N/A N/A PO
32870
AbhishantMOE
A Flask-based MCP server designed for testing deployment on Google App Engine. …
81
32871
a.shkurenkov
gfhf Claim
N/A N/A 95
32872
Niteowlpt
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
N/A N/A
32873
pbidhjorvar
Enables secure, read-only access to the Payday API through Claude Desktop with …
81
32874
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
N/A N/A 81
32875
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
N/A N/A 95
32876
codeawareness
Intent tracking, decision recording, and team coordination for AI coding assist…
N/A N/A
32877
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
32878
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
32879
daedalus
mcp-registry Claim
An MCP server designed for interacting with the Model Context Protocol Registry…
32880
BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, we…
N/A N/A
32881
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
32882
rios0rios0
Enables creation, editing, listing, and management of Home Assistant automation…
81
32883
Replicant-Partners
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
81
32884
shifusen329
live2d-mcp Claim
A simple MCP server that implements a note storage system allowing users to add…
N/A N/A 95
32885
vigneshRN52
Minimal Go MCP Server for high-performance context bridging
N/A N/A 95
32886
renatco
ClickUp MCP Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
81
32887
VERMAXVR
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
N/A N/A 95
32888
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
N/A N/A 95
32889
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
32890
GongRzhe
Google Calendar integration in Cursor IDE. This server enables AI assistants to…
N/A N/A 95
32891
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
32892
iamsamitdev
asdsaf Claim
N/A N/A 95
32893
pipeworx-io
crossref Claim
Crossref MCP — wraps the Crossref REST API (academic papers, free, no auth)
32894
GuyMannDude
Mnemo Cortex Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
N/A N/A
32895
sk1122
notion Claim
N/A N/A 95
32896
Provides comprehensive GDPR compliance assessment tools for AI/ML systems, incl…
32897
vastlint Claim
VAST XML validator — checks IAB VAST 2.0–4.3 ad tags for spec compliance. 118 r…
32898
lynxx007
test Claim
N/A N/A 95
32899
Find local churches, faith-based community events, and volunteer opportunities.…
N/A N/A
32900
Kim-soung-won
hgefge Claim
N/A N/A 95
Showing 32851–32900 of 33332 servers
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