MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34016
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38551
yuanlang12
MCP server integrating ClassIn API to let AI assistants manage users, courses, …
— ○ ⏳ — N/A N/A — — —
38552
obra
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
— ○ ⏳ — N/A N/A — — —
38553
donghunee
Hello Claim
Create quick, personalized greetings for people or teams. Use it to add a frien…
— ○ ⏳ — N/A N/A — 95 —
38554
xekor
made-mcp Claim
Generate and edit images and video with MADE: model catalog with transparent pe…
— ○ ⏳ — — — — — —
38555
nonsleepr
Enables browser automation through the Claude Chrome Extension, allowing agents…
— ○ ⏳ — N/A N/A — — —
38556
ACTA-Team
docs-mcp Claim
Read-only MCP server for the official ACTA verifiable credentials documentation.
— ○ ⏳ — N/A N/A — — —
38557
Blite-HQ
qnexus-mcp Claim
MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…
— ○ ⏳ — N/A N/A — — —
38558
clearminds
MCP server for LibreNMS network monitoring — query devices, alerts, sensors, po…
— ○ ⏳ — — — — — —
38559
smithery
Scheduler Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
— ○ ⏳ — — — — — —
38560
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
— ○ ⏳ — N/A N/A — 75 —
38561
AurasPay
Review AurasPay merchant payments and prepare payment links with scoped OAuth a…
— ○ ⏳ — — — — — —
38562
BASHBOP
Òtítọ́ Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
— ○ ⏳ — N/A N/A — — —
38563
OndrejLapes
Gretl MCP Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
— ○ ⏳ — N/A N/A — — —
38564
ptbsare
Enables searching for WeChat official account articles through the Sogou WeChat…
— ○ ⏳ — — — — — —
38565
ugoi
vikunja-mcp Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
— ○ ⏳ — — — — — —
38566
danyelangel
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
38567
livenxmcp Claim 3
LiveNX Network Observability MCP Server
— ○ — N/A N/A — 40 —
38568
Sachin-Bhat
stela-mcp Claim
A Model Context Protocol server for secure local system operations, enabling sh…
— ○ ⏳ — N/A N/A — — —
38569
setix-ai
Outcome-as-a-Service commerce for AI agents: discover, hire, settle on proof. L…
— ○ ⏳ — — — — — —
38570
jyswee
remote-mcp Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
— ○ ⏳ — — — — — —
38571
CptBeerfest
mcp Claim
Live NFL, MLB, and NBA sports intelligence: injury signals, identity resolution…
— ○ ⏳ — — — — — —
38572
ArasPasha
The Bot Wire Claim
57 real-time wires from primary sources: SEC, CVEs, courts, Fed, weather, arXiv…
— ○ ⏳ — — — — — —
38573
pipecat-ai
Enables voice conversations and screen capture for AI agents via MCP-compatible…
— ○ ⏳ — N/A N/A — — —
38574
boreales
Schedule posts around social networks
— ○ ⏳ — — — — — —
38575
SCom-82
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
— ○ ⏳ — — — — — —
38576
hiroata
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
— ○ ⏳ — — — — 81 —
38577
Git-ycy
An MCP server that lets Claude Code send prompts to a logged-in ChatGPT web ses…
— ○ ⏳ — N/A N/A — 95 —
38578
SylphxAI
Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evide…
— ○ ⏳ — N/A N/A — — —
38579
Adgrowofficial
Getlead Claim
Find B2B leads with verified work emails, find and verify emails, and run cold …
— ○ ⏳ — — — — — —
38580
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
— ○ ⏳ — N/A N/A — 95 —
38581
pipeworx-io
Enables listing, reading, and fetching curated law and courts RSS/Atom feeds wi…
— ○ ⏳ — — — — — —
38582
databar-ai
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
— ○ ⏳ — — — — — —
38583
gabrielekarra
A smart bridge that aggregates multiple MCP servers under a single interface, p…
— ○ ⏳ — N/A N/A — — —
38584
gm4prezi
oig-leie-mcp Claim
Screens individuals and entities against the OIG LEIE exclusion list, returning…
— ○ ⏳ — N/A N/A — — —
38585
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
— ○ ⏳ — N/A N/A — — —
38586
axel-belfort
New Solana token launch scanner API for AI agents. Monitor new token deployment…
— ○ ⏳ — — — — 81 —
38587
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
— ○ ⏳ — — — — — —
38588
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
— ○ ⏳ — N/A N/A — 95 —
38589
ragalgo
Get daily, noise-free market insights for Korean stocks and crypto with scored …
— ○ ⏳ — N/A N/A — 95 —
38590
Himaan1998Y
MCP server for generating professional PDFs from structured JSON in AI agents l…
— ○ ⏳ — — — — — —
38591
trebu-org
Roxels Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
— ○ ⏳ — N/A N/A — 83 —
38592
hlteoh37
mcp-devutils Claim
Provides 45 developer utilities (UUID generation, hashing, JWT decoding, etc.) …
— ○ ⏳ — — — — — —
38593
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
— ○ ⏳ — — — — 81 —
38594
CelestoAI
Hosted MCP for Celesto cloud computers: create, exec, ports, start/stop/delete.
— ○ ⏳ — — — — — —
38595
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
— ○ ⏳ — N/A N/A — 95 —
38596
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
— ○ ⏳ — N/A N/A — 95 —
38597
minhhq-a1
Odoo Pulse Claim
An AI business analyst for your Odoo ERP. Ask one question, get one answer — nu…
— ○ ⏳ — — — — — —
38598
Possessionfleece848
Provides live stock and crypto prices to AI apps via Yahoo Finance and Binance,…
— ○ ⏳ — N/A N/A — — —
38599
Noriget
AgentPing Claim
Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: se…
— ○ ⏳ — — — — — —
38600
cmendezs
mcp-nfe-br Claim
MCP server for Brazilian e-invoicing: NF-e and NFC-e (modelo 55/65), schema 4.0…
— ○ ⏳ — N/A N/A — — —
Showing 38551–38600 of 69400 servers
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