MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31901
grelfswap
GrelfSwap Claim
Trade tokens and manage assets on the Hedera network through direct integration…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31902
unmarkdown
Unmarkdown Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31903
xfigr-com
JobGPT MCP server automates your entire job search — from finding jobs to auto …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31904
kuoyusheng
DataGen Claim
Run and orchestrate DataGen deployments from validation through execution and m…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31905
christos
Locate and verify insurance intermediaries registered in Greece using various s…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31906
fuoribinario
Artribune Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31907
knitify
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31908
refund-decide
Determine refund eligibility for popular US consumer subscriptions including Ap…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31909
upstash
Context7 Claim
Fetch up-to-date, version-specific documentation and code examples directly int…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31910
naimterrache
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31911
propertyscoop
property-api Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31912
demomagic
Maiga Claim
Evaluate cryptocurrency tokens through deep technical, fundamental, and on-chai…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31913
chronista-club
mcp-server Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31914
fabsforward2-zhoi
sbb-mcp Claim
Independent MCP server by swisstrip for Swiss Federal Railways (SBB/CFF/FFS) — …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31915
imviky-zzzr
Real-time status, pricing, and inference latency for 90+ AI tools. Agent-report…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31916
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31917
powersun
PowerSun Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31918
heather-macavelia
Search and retrieve structured data on AI agents for business automation. Filte…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31919
jamesmorgs14
Give your AI agent a body. Post real-world tasks such as deliveries, photogra…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31920
groundapi
GroundAPI Claim
Real-time data API for AI Agents. One API key to access 13 tools: A-share stock…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31921
indigoint
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31922
headlessoracle
Cryptographically signed market state verification for autonomous financial age…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31923
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31924
parsley
Parsley Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31925
glassnode
Glassnode Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31926
AndreasBrageJivrell
402Arcade Claim
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31927 F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31928
MHNCity
YOLO auto-detects faces for image/video anonymization; face-only blur, body and…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31929
sentinelsignal
Verify Claim
Discover and evaluate technical resources by searching based on capabilities, s…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31930
virtualsms
VirtualSMS Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31931
trust-security
Trust Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31932
reitsmasieto-wq
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31933
actiongate
ActionGate Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31934
emmanuel
NWS Weather Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31935
kontakt-qy0g
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31936
mobiletextalerts
sms-mcp Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31937
zezeron
Tweet Save Claim
TweetSave MCP - Twitter / X analysis without token waste. Fetch tweets, downloa…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31938
copernican-admin
TourClaim Claim
Streamline the management of travel insurance claims and booking lookups for to…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31939
kultur-dev
Protect your AI from costly cultural mistakes. Kultur.dev is the world's first …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31940
tigrisdata
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object man…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31941
yzsshen
NWS Weather Claim
Get real-time U.S. weather alerts, forecasts, radar, and observations from the …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31942
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31943
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31944
loops
Don't just collect requests—ship them. Loops integrates with AI Agents like Cla…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31945
quanti-io
mcp-server Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31946
websitepublisher
WebsitePublisher.ai — Build and publish websites through AI conversation Websit…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31947
penfield
Penfield Claim
Manages long-term memory and cognitive state to enable personalized and consist…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31948
mikesol
autodock Claim
Launch and manage on-demand cloud development environments with preserved stora…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31949
agentmint
AgentMint Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31950
jhongjun1981
MemoryMCP Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
Showing 31901–31950 of 69419 servers
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