MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 3 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28601 |
US stock market data for AI agents: SEC filings, financials, insider trades, 13…
|
F 34 2⁄5 | ||||||||
| 28602 |
Clip videos into published YouTube Shorts with real measured 48h/7d receipts.
|
F 34 2⁄5 | ||||||||
| 28603 |
Weekly 5-15 reports for executive teams: submit reports, fetch the Friday brief…
|
F 34 2⁄5 | ||||||||
| 28604 |
US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and i…
|
F 34 2⁄5 | ||||||||
| 28605 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
|
F 34 2⁄5 | ||||||||
| 28606 |
Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set vari…
|
F 34 2⁄5 | ||||||||
| 28607 |
Authoritative JLPT-graded Japanese dataset (kanji, vocab, grammar, history) via…
|
F 34 2⁄5 | ||||||||
| 28608 |
US home price forecasts via HTTP. No install — just add the URL. P10/P50/P90 ba…
|
F 34 2⁄5 | ||||||||
| 28609 |
Neutral referee for legal-AI output: flags orphan quotes and uncited claims. No…
|
F 34 2⁄5 | ||||||||
| 28610 |
No-code databases, forms, portals and AI sites. Manage records and automation v…
|
F 34 2⁄5 | ||||||||
| 28611 |
SwarmSync.AI
Claim
SwarmSync agent marketplace: discover agents, AP2 escrow payments, SwarmScore t…
|
F 34 2⁄5 | ||||||||
| 28612 |
The knowledge base your AI reads and writes, under your rules — over MCP, EU-ho…
|
F 34 2⁄5 | ||||||||
| 28613 |
AI-agent image generation: cohesive sets & illustrations. PNG/WebP (optional tr…
|
F 34 2⁄5 | ||||||||
| 28614 |
Autonomous buy-side research: diligence, earnings, SEC filings, comp sets. Sour…
|
F 34 2⁄5 | ||||||||
| 28615 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 28616 |
Track your brand's share of voice in ChatGPT, Claude, Perplexity and Gemini. Pa…
|
F 34 2⁄5 | ||||||||
| 28617 |
MCP server for Calvix Technology Solutions — query IT services, contact info, a…
|
F 34 2⁄5 | ||||||||
| 28618 |
Deep security scans of repos you own from your editor: dependency CVEs, SAST, g…
|
F 34 2⁄5 | ||||||||
| 28619 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
|
F 34 2⁄5 | ||||||||
| 28620 |
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
|
F 34 2⁄5 | ||||||||
| 28621 |
Bulk Bluesky profiles plus full follower/following exports via the open AT Prot…
|
F 34 2⁄5 | ||||||||
| 28622 |
Agent-ready economic, market & geo-health intelligence — 317 MCP tools, 308 dri…
|
F 34 2⁄5 | ||||||||
| 28623 |
An MCP server that provides access to the Online Shops in the esst.bio network
|
F 34 2⁄5 | ||||||||
| 28624 |
Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools o…
|
F 34 2⁄5 | ||||||||
| 28625 |
Explore your Userbrain user test data, summarize feedback, and uncover actionab…
|
F 34 2⁄5 | ||||||||
| 28626 |
Sales research and prep tools for B2B reps. Prospect briefs, angles, citations.
|
F 34 2⁄5 | ||||||||
| 28627 |
MCP server giving AI agents one-connection access to China A-share market intel…
|
F 34 2⁄5 | ||||||||
| 28628 |
Marketing-measurement MCP: dashboards, cross-channel queries, integrations, and…
|
F 34 2⁄5 | ||||||||
| 28629 |
12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try,…
|
F 34 2⁄5 | ||||||||
| 28630 |
REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, wh…
|
F 34 2⁄5 | ||||||||
| 28631 |
SEC & institutional filings — Form 4, 8-K, 13F, Schedule 13D, Form D, IPO & ear…
|
F 34 2⁄5 | ||||||||
| 28632 |
B2B sales intelligence — company emails, enrichment, lead lists, hiring & fundi…
|
F 34 2⁄5 | ||||||||
| 28633 |
Solve linear and mixed-integer optimization (LP/MIP) problems.
|
F 34 2⁄5 | ||||||||
| 28634 |
MCP-native notes and memory for ChatGPT, Claude, and other AI tools.
|
F 34 2⁄5 | ||||||||
| 28635 |
Build & edit your own website by talking to your LLM: pages, forms, SEO, analyt…
|
F 34 2⁄5 | ||||||||
| 28636 |
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
|
F 34 2⁄5 | ||||||||
| 28637 |
Explore and query your data warehouse through Myriade's AI data analyst agent.
|
F 34 2⁄5 | ||||||||
| 28638 |
Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price c…
|
F 34 2⁄5 | ||||||||
| 28639 |
Douyin hot search, work search/details, comments/replies, profiles, series, tra…
|
F 34 2⁄5 | ||||||||
| 28640 |
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in …
|
F 34 2⁄5 | ||||||||
| 28641 |
Crypto perps data for AI agents: funding rates, open interest, liquidations, or…
|
F 34 2⁄5 | ||||||||
| 28642 |
EPUB/PDF tools: merge, split, compress, convert, edit metadata, validate ebooks.
|
F 34 2⁄5 | ||||||||
| 28643 |
110+ deterministic file tools: PDF, image, media, convert, analyze. Connect in …
|
F 34 2⁄5 | ||||||||
| 28644 |
Design custom star maps and engraved jewellery in chat; checkout finishes on th…
|
F 34 2⁄5 | ||||||||
| 28645 |
Multi-model weather forecasts: point series, model scoreboard, and gridded fiel…
|
F 34 2⁄5 | ||||||||
| 28646 |
Truth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth…
|
F 34 2⁄5 | ||||||||
| 28647 |
Drive ASAP: French invoicing, contacts and e-signature from any MCP client (NF2…
|
F 34 2⁄5 | ||||||||
| 28648 |
User-authorized access to a LuckMeAI life book, journal, memories, relationship…
|
F 34 2⁄5 | ||||||||
| 28649 |
Market regime, execution-cost, bar-QC and backtest-audit tools for agents. Pay …
|
F 34 2⁄5 | ||||||||
| 28650 |
Read and write your Teleprompter.com scripts and folders: list, create, update,…
|
F 34 2⁄5 | ||||||||