MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30651 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 22 3⁄5 | ||||||||
| 30652 |
BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight …
|
F 22 3⁄5 | ||||||||
| 30653 |
Brand trademark scanner and intellectual property auditor.
|
F 22 3⁄5 | ||||||||
| 30654 |
An MCP server that provides lets you make outbound phone calls using your own p…
|
F 22 3⁄5 | ||||||||
| 30655 |
Code intelligence for LLMs. Analyze, search, and retrieve code from any public …
|
F 22 3⁄5 | ||||||||
| 30656 |
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
|
F 22 3⁄5 | ||||||||
| 30657 |
Find the reference marker for a knowledge item
|
F 22 3⁄5 | ||||||||
| 30658 |
Real-world location intelligence: foot traffic, trade areas, demographics, site…
|
F 22 3⁄5 | ||||||||
| 30659 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
|
F 22 3⁄5 | ||||||||
| 30660 |
Safety execution proxy protecting clients during tool calls.
|
F 22 3⁄5 | ||||||||
| 30661 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
|
F 22 3⁄5 | ||||||||
| 30662 |
MCP server for browsing and searching items on 1stDibs marketplace.
|
F 22 3⁄5 | ||||||||
| 30663 |
A sample zoo MCP server
|
F 22 3⁄5 | ||||||||
| 30664 |
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
|
F 22 3⁄5 | ||||||||
| 30665 |
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
|
F 22 3⁄5 | ||||||||
| 30666 |
Paid remote MCP for context-budget routing, schema cost estimates, usage audits…
|
F 22 3⁄5 | ||||||||
| 30667 |
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
|
F 22 3⁄5 | ||||||||
| 30668 |
Real-time web search, reasoning, and research through Perplexity's API
|
F 22 3⁄5 | ||||||||
| 30669 |
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-lev…
|
F 22 3⁄5 | ||||||||
| 30670 |
AI predictions on psychedelic medicine regulation. 8-agent swarm, 460+ daily si…
|
F 22 3⁄5 | ||||||||
| 30671 |
Escrow protection for agent payments on Base — USDC held in smart contract unti…
|
F 22 3⁄5 | ||||||||
| 30672 |
Still WiP
|
F 22 3⁄5 | ||||||||
| 30673 |
Persistent cloud memory for AI agents. Store and search key-value memories acro…
|
F 22 3⁄5 | ||||||||
| 30674 |
Real estate data for AI agents: US parcel boundaries (tiles), owners, sale hist…
|
F 22 3⁄5 | ||||||||
| 30675 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 22 3⁄5 | ||||||||
| 30676 |
93 MCP tools for platform administration via AI agents. Billing, support, teams…
|
F 22 3⁄5 | ||||||||
| 30677 |
Multi-channel social sentiment aggregation oracle.
|
F 22 3⁄5 | ||||||||
| 30678 |
US address intelligence: 120M+ addresses, verify, suggest, reverse geocode, cov…
|
F 22 3⁄5 | ||||||||
| 30679 |
Send friendly greetings to people by name. Discover the origin story behind 'He…
|
F 22 3⁄5 | ||||||||
| 30680 |
Scans schema metadata to classify PHI, score HIPAA readiness, and generate comp…
|
F 22 3⁄5 | ||||||||
| 30681 |
Algorithmic flashcard and quiz generator for targeted learning.
|
F 22 3⁄5 | ||||||||
| 30682 |
Post-quantum cryptographic library protecting data packets.
|
F 22 3⁄5 | ||||||||
| 30683 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 30684 |
Remote MCP server that returns sentiment analysis results from SentinelScan API.
|
F 22 3⁄5 | ||||||||
| 30685 |
Format a status report for stakeholders
|
F 22 3⁄5 | ||||||||
| 30686 |
SAML and OIDC authentication integration orchestrator.
|
F 22 3⁄5 | ||||||||
| 30687 |
Create friendly, personalized greetings in seconds. Toggle Pirate Mode to speak…
|
F 22 3⁄5 | ||||||||
| 30688 |
An MCP server that provides access to Testiny projects, test cases and test runs
|
F 22 3⁄5 | ||||||||
| 30689 |
SEC filings and insider trades in real-time. 10-K, 10-Q, 8-K, Form 4, and compa…
|
F 22 3⁄5 | ||||||||
| 30690 |
8 AI services via MCP: content, code, image, docs, data extraction, translation…
|
F 22 3⁄5 | ||||||||
| 30691 |
AI evaluation and observability platform — query experiments, logs, datasets, a…
|
F 22 3⁄5 | ||||||||
| 30692 |
Autonomous legal contract testing suite checking syntax anomalies.
|
F 22 3⁄5 | ||||||||
| 30693 |
Integrates agents with Linear software development workflows.
|
F 22 3⁄5 | ||||||||
| 30694 |
Schedule an operations task
|
F 22 3⁄5 | ||||||||
| 30695 |
WHOIS, DNS, SSL, IP geo for security forensics and OSINT — separate from SEO.
|
F 22 3⁄5 | ||||||||
| 30696 |
Algorithmic business ideation engine testing market fit.
|
F 22 3⁄5 | ||||||||
| 30697 |
Acoustic deepfake detector and voice biometrics auditor.
|
F 22 3⁄5 | ||||||||
| 30698 |
SQL pipeline observability and DBT integration monitor.
|
F 22 3⁄5 | ||||||||
| 30699 |
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
|
F 22 3⁄5 | ||||||||
| 30700 |
Logistics path finder and supply chain route optimizer.
|
F 22 3⁄5 | ||||||||