MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30651
plural-online
pinelabs-mcp Claim
F 30 35 10 0 81
30652
exploreaisb
aivsf Claim
F 30 35 10 0 81
30653
mifactory-bot
MiFactory Claim
Store and retrieve persistent information across different sessions to maintain…
F 30 35 10 0 81
30654
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
F 30 35 10 0 81
30655
cirra-ai
Comprehensive Salesforce administration and management
F 30 35 10 0 81
30656
cookiy-ai
Cookiy Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
F 30 35 10 0 81
30657
indigoint
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
F 30 35 10 0 81
30658
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
30659
nexgendata-apify
Search Redfin property listings and get comprehensive property details. Filter …
F 30 35 10 0 81
30660
suleman-k
AI project timelines & Gantt charts, plus enterprise resourcing, capacity & wee…
F 30 35 10 0 81
30661
node2flow
Line-bot Claim 1
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
F 30 35 10 0 81
30662
openclaw-ai
Create harmonious color palettes based on theory and convert colors between for…
F 30 35 10 0 81
30663
ArtBlocks
Art Blocks Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
F 30 35 10 0 81
30664
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
30665
saber
Saber Claim
The Saber MCP server has tools available for creating company and contact signa…
F 30 35 10 0 81
30666
huangmy157
SFR Store Claim
Search SFR’s catalog using natural language and refine results with filters. Vi…
F 30 35 10 0 81
30667
quanti-io
mcp-server Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
F 30 35 10 0 81
30668
agentpmt
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
F 30 35 10 0 81
30669
osamah96
bmptest1 Claim
F 30 35 10 0 81
30670
metrxbot
Metrx Claim
Monitor and optimize the operational costs of large language model deployments …
F 30 35 10 0 81
30671
sunggyeong
Aggregate and normalize datasets from your cloud storage for faster discovery a…
F 30 35 10 0 81
30672
bluegamma
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
F 30 35 10 0 81
30673
openclaw-ai
Transform basic instructions into high-quality prompts with optimized structure…
F 30 35 10 0 81
30674 F 30 35 10 0 81
30675
nikhilgogulwar
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 35 10 0 81
30676
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
30677
Primeta-AI
Primeta Claim
Give your AI a face, a voice, and a personality. 3D avatars with custom persona…
F 30 35 10 0 81
30678
node2flow
Telegram-bot Claim 1
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
F 30 35 10 0 81
30679
anusha5191
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
F 30 35 10 0 81
30680
nicholasemccormick
meetsync-mcp Claim
F 30 35 10 0 81
30681
erik-7clt
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
F 30 35 10 0 81
30682
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
F 30 35 10 0 81
30683
xiaobenyang-com
Convert markdown into polished Notion pages while preserving structure and form…
F 30 35 10 0 81
30684
krayinc
docbase Claim
DocBase MCP server for AI agents
F 30 35 10 0 81
30685
juhsis
localingos Claim
AI-powered app translation for developers. Push your source strings, get transl…
F 30 35 10 0 81
30686
NektoNeo
mcp Claim
F 30 35 10 0 81
30687
rashforddamion
rivalsearch Claim
F 30 35 10 0 81
30688
frihet
Frihet Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
F 30 35 10 0 81
30689
xfigr-com
JobGPT MCP server automates your entire job search — from finding jobs to auto …
F 30 35 10 0 81
30690
brandomica
Verify brand name availability across domains, social media handles, and global…
F 30 35 10 0 81
30691
smithery-ai
Fetch Claim
A simple tool that performs a fetch request to a webpage.
F 30 35 10 0 81
30692 F 30 35 10 0 81
30693 F 30 35 10 0 81
30694 F 30 35 10 0 81
30695
christos
Locate and verify insurance intermediaries registered in Greece using various s…
F 30 35 10 0 81
30696
ThinAirTelematics
geo Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
F 30 35 10 0 81
30697
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
30698
agntor
Agntor Claim
What agntor MCP provides: Agent discovery and certification Trust and payment r…
F 30 35 10 0 81
30699
Databox-MCP
Databox Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
F 30 35 10 0 81
30700
arjunkmrm
Echo Claim
A simple echo MCP server for testing - updated 1773323437
F 30 35 10 0 81
Showing 30651–30700 of 66549 servers
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