MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 5 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31901 |
GrelfSwap
Claim
Trade tokens and manage assets on the Hedera network through direct integration…
|
F 30 3⁄5 | ||||||||
| 31902 |
Unmarkdown
Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
|
F 30 3⁄5 | ||||||||
| 31903 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
F 30 3⁄5 | ||||||||
| 31904 |
DataGen
Claim
Run and orchestrate DataGen deployments from validation through execution and m…
|
F 30 3⁄5 | ||||||||
| 31905 |
Greek Insurance Registry
Claim
Locate and verify insurance intermediaries registered in Greece using various s…
|
F 30 3⁄5 | ||||||||
| 31906 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 31907 |
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
|
F 30 3⁄5 | ||||||||
| 31908 |
Subscription Refunds
Claim
Determine refund eligibility for popular US consumer subscriptions including Ap…
|
F 30 3⁄5 | ||||||||
| 31909 |
Context7
Claim
Fetch up-to-date, version-specific documentation and code examples directly int…
|
F 30 3⁄5 | ||||||||
| 31910 |
bjj-belt-progress
Claim
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
|
F 30 3⁄5 | ||||||||
| 31911 |
property-api
Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
|
F 30 3⁄5 | ||||||||
| 31912 |
Maiga
Claim
Evaluate cryptocurrency tokens through deep technical, fundamental, and on-chai…
|
F 30 3⁄5 | ||||||||
| 31913 |
mcp-server
Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
|
F 30 3⁄5 | ||||||||
| 31914 |
sbb-mcp
Claim
Independent MCP server by swisstrip for Swiss Federal Railways (SBB/CFF/FFS) — …
|
F 30 3⁄5 | ||||||||
| 31915 |
Tickerr Live Status
Claim
Real-time status, pricing, and inference latency for 90+ AI tools. Agent-report…
|
F 30 3⁄5 | ||||||||
| 31916 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 31917 |
PowerSun
Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
|
F 30 3⁄5 | ||||||||
| 31918 |
ai-agent-index
Claim
Search and retrieve structured data on AI agents for business automation. Filte…
|
F 30 3⁄5 | ||||||||
| 31919 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 31920 |
GroundAPI
Claim
Real-time data API for AI Agents. One API key to access 13 tools: A-share stock…
|
F 30 3⁄5 | ||||||||
| 31921 |
librarian-nexus
Claim
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
|
F 30 3⁄5 | ||||||||
| 31922 |
Headless Oracle
Claim
Cryptographically signed market state verification for autonomous financial age…
|
F 30 3⁄5 | ||||||||
| 31923 |
Canadian Building Code
Claim
Access and search comprehensive Canadian building regulations for construction …
|
F 30 3⁄5 | ||||||||
| 31924 |
Parsley
Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
|
F 30 3⁄5 | ||||||||
| 31925 |
Glassnode
Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
|
F 30 3⁄5 | ||||||||
| 31926 |
402Arcade
Claim
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
|
F 30 3⁄5 | ||||||||
| 31927 |
witness-protocol
Claim
|
F 30 3⁄5 | ||||||||
| 31928 |
YOLO auto-detects faces for image/video anonymization; face-only blur, body and…
|
F 30 3⁄5 | ||||||||
| 31929 |
Verify
Claim
Discover and evaluate technical resources by searching based on capabilities, s…
|
F 30 3⁄5 | ||||||||
| 31930 |
VirtualSMS
Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
|
F 30 3⁄5 | ||||||||
| 31931 |
Trust
Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
|
F 30 3⁄5 | ||||||||
| 31932 |
Overcome Stress
Claim
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
|
F 30 3⁄5 | ||||||||
| 31933 |
ActionGate
Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
|
F 30 3⁄5 | ||||||||
| 31934 |
NWS Weather
Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
|
F 30 3⁄5 | ||||||||
| 31935 |
nordic-financial-mcp
Claim
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
|
F 30 3⁄5 | ||||||||
| 31936 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 31937 |
Tweet Save
Claim
TweetSave MCP - Twitter / X analysis without token waste. Fetch tweets, downloa…
|
F 30 3⁄5 | ||||||||
| 31938 |
TourClaim
Claim
Streamline the management of travel insurance claims and booking lookups for to…
|
F 30 3⁄5 | ||||||||
| 31939 |
Protect your AI from costly cultural mistakes. Kultur.dev is the world's first …
|
F 30 3⁄5 | ||||||||
| 31940 |
Tigris MCP Server
Claim
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object man…
|
F 30 3⁄5 | ||||||||
| 31941 |
NWS Weather
Claim
Get real-time U.S. weather alerts, forecasts, radar, and observations from the …
|
F 30 3⁄5 | ||||||||
| 31942 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 31943 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 31944 |
Don't just collect requests—ship them. Loops integrates with AI Agents like Cla…
|
F 30 3⁄5 | ||||||||
| 31945 |
mcp-server
Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
F 30 3⁄5 | ||||||||
| 31946 |
WebsitePublisher.ai
Claim
WebsitePublisher.ai — Build and publish websites through AI conversation
Websit…
|
F 30 3⁄5 | ||||||||
| 31947 |
Penfield
Claim
Manages long-term memory and cognitive state to enable personalized and consist…
|
F 30 3⁄5 | ||||||||
| 31948 |
autodock
Claim
Launch and manage on-demand cloud development environments with preserved stora…
|
F 30 3⁄5 | ||||||||
| 31949 |
AgentMint
Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
|
F 30 3⁄5 | ||||||||
| 31950 |
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 | ||||||||