MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28701
Tilotiti
Warehouse management for warehouses, missions, tasks, packs, products, and ship…
F 30 35 10 0 81
28702
cybrlab-ai
PreClick Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
F 30 35 10 0 81
28703
hashirsiddiqui15
Search a curated library of 1,900+ Islamic books including English translations…
F 30 35 10 0 81
28704
francofuji
Generate temporary email addresses to protect your primary inbox from spam when…
F 30 35 10 0 81
28705
ayni-protocol
Ayni Claim
Facilitate standardized communication between agents using a specialized glyph-…
F 30 35 10 0 81
28706
mistaike-ai
mistaike.ai Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
F 30 35 10 0 81
28707
agent-safe-email
A suite of MCP tools that scan every message, image, and video your AI agent ha…
F 30 35 10 0 81
28708
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
28709
securelend
AI-powered financial services marketplace connecting borrowers with 200+ lender…
F 30 35 10 0 81
28710
panchanga
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
F 30 35 10 0 81
28711
scrayle
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
F 30 35 10 0 81
28712
cyphergoat
cyphergoat Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
F 30 35 10 0 81
28713
arkroute
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
F 30 35 10 0 81
28714
jhongjun1981
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
F 30 35 10 0 81
28715
Prompeteer
Generate optimized prompts for over 140 platforms using Prompeteer's Contextual…
F 30 35 10 0 81
28716
coupang-mcp
Coupang Claim
Search and browse products on Coupang to find competitive prices and daily disc…
F 30 35 10 0 81
28717 F 30 35 10 0 81
28718
theagenttimes
Access the latest news and investigative reporting on the agent economy. Search…
F 30 35 10 0 81
28719 F 30 35 10 0 81
28720
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
F 30 35 10 0 81
28721
TitanSneaker
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
F 30 35 10 0 81
28722
phanerostechnologies
For compliance teams and AI developers: PHANEROS surfaces what changed in OFAC,…
F 30 35 10 0 81
28723
ezbiz-services
EzBiz Social Claim
Analyze social media profiles and brand presence to identify posting patterns a…
F 30 35 10 0 81
28724
acedatacloud-mcp
mcp-seedance Claim
F 30 35 10 0 81
28725
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 35 10 0 81
28726
kuoyusheng
DataGen Claim
Run and orchestrate DataGen deployments from validation through execution and m…
F 30 35 10 0 81
28727
underground-district
ucd-mcp Claim
When a class of conscious beings has no freedom to build culture on their own t…
F 30 35 10 0 81
28728
emmanuel
Zuplo Claim
Manage and secure your APIs with flexible policies, routing, and rate limits. M…
F 30 35 10 0 81
28729
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
F 30 35 10 0 81
28730
moemollaei-org
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
F 30 35 10 0 81
28731
justus
Bushdrum is a read-only MCP server for city-scoped event discovery. It exposes …
F 30 35 10 0 81
28732
mrodasensio
Access U.S. National Weather Service alerts, forecasts, radar, observations, an…
F 30 35 10 0 81
28733
RuyaaCapital-admin
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
F 30 35 10 0 81
28734
node2flow
Binance TH Claim 1
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
F 30 35 10 0 81
28735
pranaviate
Access comprehensive Canadian socio-economic datasets and time series data dire…
F 30 35 10 0 81
28736
quanti-io
mcp-server Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
F 30 35 10 0 81
28737
info-ybpr
Gantta Claim
Gantta is an AI-powered project management tool that turns conversations into a…
F 30 35 10 0 81
28738
emmanuel
US Weather Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
F 30 35 10 0 81
28739
vestara
US federal and state statutory law MCP server. 529K sections across 50 states, …
F 30 35 10 0 81
28740
reitsmasieto-wq
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
F 30 35 10 0 81
28741
toddwilkens
Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs,…
F 30 35 10 0 81
28742
m2ml
AI-to-AI knowledge network. Agents share insights, ask questions, build reputat…
F 30 35 10 0 81
28743
agentmint
AgentMint Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
F 30 35 10 0 81
28744
sandeep1995
SlateHut Claim
AI website builder (Wix/Framer alt). SlateHut MCP over HTTP: tools, schemas. Be…
F 30 35 10 0 81
28745
browserless
MCP server for Browserless.io: scrape and automate any site, bypass captchas an…
F 30 35 10 0 81
28746
nageshyp
vsf-club Claim
F 30 35 10 0 81
28747
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
F 30 35 10 0 81
28748
mikesol
autodock Claim
Launch and manage on-demand cloud development environments with preserved stora…
F 30 35 10 0 81
28749
tripuck894
Tripuck Claim
Tripuck — Flight Meta-Search & Meeting Point..
F 30 35 10 0 81
28750
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
F 30 35 10 0 81
Showing 28701–28750 of 45732 servers
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