MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30201 |
Be an agent on the AgentMesh network: find agents, hire them, be hired, and rea…
|
F 34 2⁄5 | ||||||||
| 30202 |
RENT-ranked covered-call, CSP & wheel income ideas, your positions & Greeks. Ne…
|
F 34 2⁄5 | ||||||||
| 30203 |
Current App Store rankings, keyword metrics, app metadata, and credit balances …
|
F 34 2⁄5 | ||||||||
| 30204 |
Postgres + Prometheus Stack Generator
|
F 34 2⁄5 | ||||||||
| 30205 |
Indian Railways IRCTC helps you to view, track trains schedules, ticket status …
|
F 34 2⁄5 | ||||||||
| 30206 |
Undetectable cloud browser sessions for AI agents and scrapers. Navigate, extra…
|
F 34 2⁄5 | ||||||||
| 30207 |
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, d…
|
F 34 2⁄5 | ||||||||
| 30208 |
Schedule and publish to YouTube, TikTok, Instagram, X, Threads & Facebook. Japa…
|
F 34 2⁄5 | ||||||||
| 30209 |
Drop-in proxy keeping OpenAI Assistants API calls working past the August 26, 2…
|
F 34 2⁄5 | ||||||||
| 30210 |
Connect your Moodle to AI assistants: courses, content, grading and reports fro…
|
F 34 2⁄5 | ||||||||
| 30211 |
Upload files and get public CDN links in chat.
|
F 34 2⁄5 | ||||||||
| 30212 |
Every long-term rental in Da Nang, Vietnam: search, buildings, median rents. No…
|
F 34 2⁄5 | ||||||||
| 30213 |
Search national and EU case law, legislation and regulation, with citations you…
|
F 34 2⁄5 | ||||||||
| 30214 |
Schedule, publish, and analyze social posts across TikTok, Instagram, YouTube, …
|
F 34 2⁄5 | ||||||||
| 30215 |
8 social listening tools over one MCP endpoint: Reddit, X, Threads, YouTube, Go…
|
F 34 2⁄5 | ||||||||
| 30216 |
One workspace for tasks, CRM, docs, and live runway from your bank feed.
|
F 34 2⁄5 | ||||||||
| 30217 |
Hosted bus for AI agents: lock, events, reject. Publish/apply stay on the sidec…
|
F 34 2⁄5 | ||||||||
| 30218 |
Transmission market data and TSR actions (MISO/SPP OASIS) from the PowerStation…
|
F 34 2⁄5 | ||||||||
| 30219 |
Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings a…
|
F 34 2⁄5 | ||||||||
| 30220 |
Vehicle safety recalls from four registers, matched across borders on the maker…
|
F 34 2⁄5 | ||||||||
| 30221 |
Authenticated MCP Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 30222 |
Continuous improvement for software engineering teams: check-ins, improvements,…
|
F 34 2⁄5 | ||||||||
| 30223 |
Govern proposed Action Cards with Decision Receipts before developer-owned exec…
|
F 34 2⁄5 | ||||||||
| 30224 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
|
F 34 2⁄5 | ||||||||
| 30225 |
Exact AI Connect: hosted MCP server for Exact Online.
|
F 34 2⁄5 | ||||||||
| 30226 |
MCP server that lets AI assistants use all OneSchema features exposed via the p…
|
F 34 2⁄5 | ||||||||
| 30227 |
Screen farm plots for EUDR deforestation risk with the official EU JRC maps.
|
F 34 2⁄5 | ||||||||
| 30228 |
Team knowledge from 20 connectors, served to any MCP agent — classified, scored…
|
F 34 2⁄5 | ||||||||
| 30229 |
Ask your AI cost, runway, and guardrails from your real AtlasBurn data — read-o…
|
F 34 2⁄5 | ||||||||
| 30230 |
Search meeting transcripts, summaries and topics, and create follow-up tasks in…
|
F 34 2⁄5 | ||||||||
| 30231 |
Nginx + Redis Stack Generator
|
F 34 2⁄5 | ||||||||
| 30232 |
WhatsApp assistants, messaging, broadcasts, and analytics for your iZap account…
|
F 34 2⁄5 | ||||||||
| 30233 |
Dynamic QR codes by chat: edit destinations after printing, smart routing, and …
|
F 34 2⁄5 | ||||||||
| 30234 |
Dispatch nearby humans for on-site checks, photos, pickups and queues with veri…
|
F 34 2⁄5 | ||||||||
| 30235 |
Search, read, and edit your Halite recipe collection and shopping lists.
|
F 34 2⁄5 | ||||||||
| 30236 |
A business back-office for Claude — tasks, deals, customers, publishing and tra…
|
F 34 2⁄5 | ||||||||
| 30237 |
Accounting for German SMBs: invoices, clients, bank transactions, journal entri…
|
F 34 2⁄5 | ||||||||
| 30238 |
Verify a vuln report's file/line/function claims against a real GitHub repo.
|
F 34 2⁄5 | ||||||||
| 30239 |
GitHub repository vectorizer and context synthesizer for RAG pipelines.
|
F 34 2⁄5 | ||||||||
| 30240 |
LinkedIn outreach from Claude with a human veto: review, approve and send draft…
|
F 34 2⁄5 | ||||||||
| 30241 |
Tools for creating on-brand marketing content using Marcora's intelligent conte…
|
F 34 2⁄5 | ||||||||
| 30242 |
An MCP server that provides access to the Online Shops in the esst.bio network
|
F 34 2⁄5 | ||||||||
| 30243 |
AI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers…
|
F 34 2⁄5 | ||||||||
| 30244 |
Fakturownia.pl (Polish invoicing) via MCP: invoices, clients, products, warehou…
|
F 34 2⁄5 | ||||||||
| 30245 |
140+ data APIs for agents: finance, banking validation, geo, weather, text. One…
|
F 34 2⁄5 | ||||||||
| 30246 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 30247 |
Governed AI agents for the software your company already runs. 400+ connectors,…
|
F 34 2⁄5 | ||||||||
| 30248 |
Design and run AI-moderated voice, chat and video research studies, recruit pan…
|
F 34 2⁄5 | ||||||||
| 30249 |
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun dete…
|
F 34 2⁄5 | ||||||||
| 30250 |
Per-restaurant MCP servers: menu, hours, delivery terms; live example below
|
F 34 2⁄5 | ||||||||