MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33701 |
No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.
|
F 22 3⁄5 | ||||||||
| 33702 |
Danish parliamentary cases, votes, politicians, parties, elections, and compari…
|
F 22 3⁄5 | ||||||||
| 33703 |
Data saham Indonesia (IDX) untuk AI: harga, teknikal, screener, deteksi bandar,…
|
F 22 3⁄5 | ||||||||
| 33704 |
Structured Output MCP Traced Agent
|
F 22 3⁄5 | ||||||||
| 33705 |
Tennis Grand Slams 2026 MCP — Australian Open, Roland Garros, Wimbledon, US Ope…
|
F 22 3⁄5 | ||||||||
| 33706 |
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from to…
|
F 22 3⁄5 | ||||||||
| 33707 |
Kafka + Redis + MinIO Stack Generator
|
F 22 3⁄5 | ||||||||
| 33708 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 33709 |
Search job postings, companies, and technology stacks across 10M+ companies.
|
F 22 3⁄5 | ||||||||
| 33710 |
Build zero-shot video models for object detection, and category and attribute c…
|
F 22 3⁄5 | ||||||||
| 33711 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 33712 |
Run Python code in a secure sandbox without local setup. Declare inline depende…
|
F 22 3⁄5 | ||||||||
| 33713 |
Code intelligence for LLMs. Analyze, search, and retrieve code from any public …
|
F 22 3⁄5 | ||||||||
| 33714 |
Manage product ideas, decisions, and customer signals from AI assistants with N…
|
F 22 3⁄5 | ||||||||
| 33715 |
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
|
F 22 3⁄5 | ||||||||
| 33716 |
Consent-scoped vault access and free verification of family-issued learning rec…
|
F 22 3⁄5 | ||||||||
| 33717 |
Cross-tool context for your data stack. Search, lineage, and impact across ware…
|
F 22 3⁄5 | ||||||||
| 33718 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 22 3⁄5 | ||||||||
| 33719 |
Agentic payments.
|
F 22 3⁄5 | ||||||||
| 33720 |
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shop…
|
F 22 3⁄5 | ||||||||
| 33721 |
Webinar analytics for Zoom Meeting-based webinars: Funnels, transcripts, email …
|
F 22 3⁄5 | ||||||||
| 33722 |
Create and publish one-pagers and boards for your organization. Upload images f…
|
F 22 3⁄5 | ||||||||
| 33723 |
Structured Output MCP Agent (Instructor)
|
F 22 3⁄5 | ||||||||
| 33724 |
AI voice agents that make real phone calls: single calls or campaigns, with tra…
|
F 22 3⁄5 | ||||||||
| 33725 |
WeChat video and image posts, comments, users, transcripts, Official Account ar…
|
F 22 3⁄5 | ||||||||
| 33726 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 22 3⁄5 | ||||||||
| 33727 |
Australian VET National Register — qualifications, units, skill sets, AQF ladde…
|
F 22 3⁄5 | ||||||||
| 33728 |
Identify the project handle from an intake note
|
F 22 3⁄5 | ||||||||
| 33729 |
Enables AI assistants to natively interact with the Serpzilla link-building mar…
|
F 22 3⁄5 | ||||||||
| 33730 |
An MCP server for docs.continue.dev
|
F 22 3⁄5 | ||||||||
| 33731 |
Strom- und Gastarife sowie Produktinformationen für Energievergleiche, live per…
|
F 22 3⁄5 | ||||||||
| 33732 |
Auth Token MCP Service
|
F 22 3⁄5 | ||||||||
| 33733 |
Catalog a runbook command option
|
F 22 3⁄5 | ||||||||
| 33734 |
Password Hashing and JWT Service
|
F 22 3⁄5 | ||||||||
| 33735 |
Memcached + MongoDB + Redis Compose Generator
|
F 22 3⁄5 | ||||||||
| 33736 |
Let AI agents query data and act across all your business apps via MCP.
|
F 22 3⁄5 | ||||||||
| 33737 |
MCP server for building and testing AI agents with multi-model experimentation …
|
F 22 3⁄5 | ||||||||
| 33738 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
|
F 22 3⁄5 | ||||||||
| 33739 |
Google OAuth Credential Service
|
F 22 3⁄5 | ||||||||
| 33740 |
Transform unstructured text into queryable semantic knowledge graphs.
|
F 22 3⁄5 | ||||||||
| 33741 |
Authenticated LLM JWT Agent
|
F 22 3⁄5 | ||||||||
| 33742 |
FastAPI Auth Token Service
|
F 22 3⁄5 | ||||||||
| 33743 |
Clean, repair, and convert AI-generated Markdown to HTML/PDF/DOCX/PNG; save and…
|
F 22 3⁄5 | ||||||||
| 33744 |
Real-time supply chain risk intelligence with composite scoring and early warni…
|
F 22 3⁄5 | ||||||||
| 33745 |
Live golf tee time availability across US courses. Search by location, date, pl…
|
F 22 3⁄5 | ||||||||
| 33746 |
Free no-account URL security scan: 0-100 Launch Readiness score for any live si…
|
F 22 3⁄5 | ||||||||
| 33747 |
Factual alignment and semantic bias scanner for LLM inputs.
|
F 22 3⁄5 | ||||||||
| 33748 |
SEC, Congress, FDA, crypto, app reviews and live jobs: scored signals. 18 tools…
|
F 22 3⁄5 | ||||||||
| 33749 |
AI-native digital asset management: semantic search, generative image edits, an…
|
F 22 3⁄5 | ||||||||
| 33750 |
Cited, confidence-stamped patent intelligence over US university tech-transfer …
|
F 22 3⁄5 | ||||||||