MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30401 |
Email inboxes and calendars for AI agents: send, receive, search, draft and sch…
|
F 34 2⁄5 | ||||||||
| 30402 |
Site scores, audits, Search Console, keywords, competitors, authority and AI vi…
|
F 34 2⁄5 | ||||||||
| 30403 |
Read-only AgentiScript concept search, catalog, authenticity, license, and appr…
|
F 34 2⁄5 | ||||||||
| 30404 |
Live chat + AI support inbox: list, triage, and reply to customer conversations…
|
F 34 2⁄5 | ||||||||
| 30405 |
Disposable email inboxes for AI agents. Auto-deletes after 24 hours.
|
F 34 2⁄5 | ||||||||
| 30406 |
Utility tools for AI agents: hashing, text stats, validation, DNS, currency, GE…
|
F 34 2⁄5 | ||||||||
| 30407 |
Stateless PII redaction over MCP/REST. Free ≤1000 words or $0.01/call; file upl…
|
F 34 2⁄5 | ||||||||
| 30408 |
Create coloring pages and books. OAuth + Business plan required; AI generation …
|
F 34 2⁄5 | ||||||||
| 30409 |
Integrate Connext AI into agentic workflows, enabling Connext product-aware ass…
|
F 34 2⁄5 | ||||||||
| 30410 |
Search, read and cite a researcher's own library and the canonical corpora on t…
|
F 34 2⁄5 | ||||||||
| 30411 |
Create and edit saved resumes, make tailored or translated copies, and export P…
|
F 34 2⁄5 | ||||||||
| 30412 |
FinOps for Google Cloud: size 1- and 3-year CUD commitments to known demand. Al…
|
F 34 2⁄5 | ||||||||
| 30413 |
Build prospecting lists from buying signals, enrich them, and run LinkedIn outr…
|
F 34 2⁄5 | ||||||||
| 30414 |
Read-only public-company financials, KPIs, benchmarks, filings, and insider act…
|
F 34 2⁄5 | ||||||||
| 30415 |
Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 …
|
F 34 2⁄5 | ||||||||
| 30416 |
Household budgeting app with AI assistant: zero-based envelopes, accounts, tran…
|
F 34 2⁄5 | ||||||||
| 30417 |
Create food photos, menus and restaurant campaigns. Account-based paid service …
|
F 34 2⁄5 | ||||||||
| 30418 |
Taskaid is built for you and your agents to get work done together.
|
F 34 2⁄5 | ||||||||
| 30419 |
Issues, pull requests, docs, chat and CI runs across a rezee workspace.
|
F 34 2⁄5 | ||||||||
| 30420 |
Phoenix/rebrand relink detection: links a debarred principal to a newly-formed …
|
F 34 2⁄5 | ||||||||
| 30421 |
Dijin is a Memory Layer: recall notes, decisions, and evidence-backed answers a…
|
F 34 2⁄5 | ||||||||
| 30422 |
Connect any AI assistant to Syncro: manage tickets, invoices, customers, assets…
|
F 34 2⁄5 | ||||||||
| 30423 |
AI YouTube analyst in Claude for creators: audit, fix, decide what to make next…
|
F 34 2⁄5 | ||||||||
| 30424 |
Official Divine API MCP for Western Astrology: Natal, Synastry, Transit, Compos…
|
F 34 2⁄5 | ||||||||
| 30425 |
Scan any URL for on-page, technical & content SEO; 0-100 score with copy-paste …
|
F 34 2⁄5 | ||||||||
| 30426 |
Markdown workspace for AI agents: read, write, organize, and share markdown doc…
|
F 34 2⁄5 | ||||||||
| 30427 |
Scrape Docker Hub container images, tags, pulls and publisher metadata. Pay per…
|
F 34 2⁄5 | ||||||||
| 30428 |
Give your AI agent a spending limit: approval controls and single-use virtual c…
|
F 34 2⁄5 | ||||||||
| 30429 |
Telegram-native CRM for agents: contacts, deals, pipelines, campaigns, docs and…
|
F 34 2⁄5 | ||||||||
| 30430 |
Your own Bilance finances: balances, transactions, budgets, recurring payments,…
|
F 34 2⁄5 | ||||||||
| 30431 |
Multi-tenant business platform — 6,000+ RBAC-gated MCP tools across finance, op…
|
F 34 2⁄5 | ||||||||
| 30432 |
110+ deterministic file tools: PDF, image, media, convert, analyze. Connect in …
|
F 34 2⁄5 | ||||||||
| 30433 |
Publish and manage existing HTML presentations from an MCP-capable Agent.
|
F 34 2⁄5 | ||||||||
| 30434 |
Angel investor portfolio, startup deal pipeline, and CRM data from your Signed …
|
F 34 2⁄5 | ||||||||
| 30435 |
Read-only catalog, sequence, evidence, policy, and COA-verification lookup for …
|
F 34 2⁄5 | ||||||||
| 30436 |
Your Nightscout glucose data, conversational.
|
F 34 2⁄5 | ||||||||
| 30437 |
Project management for teams and their AI agents.
|
F 34 2⁄5 | ||||||||
| 30438 |
Elasticsearch + Redis + MySQL Stack Generator
|
F 34 2⁄5 | ||||||||
| 30439 |
Animate old family photos into short lifelike videos with AI.
|
F 34 2⁄5 | ||||||||
| 30440 |
Live US diesel prices and optimized stop-by-stop fuel plans for trucking. Free …
|
F 34 2⁄5 | ||||||||
| 30441 |
Comprehensive tools for email operations including create, send, reply, update,…
|
F 34 2⁄5 | ||||||||
| 30442 |
Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price c…
|
F 34 2⁄5 | ||||||||
| 30443 |
Public pages to clean JSON or Markdown, plus bounded site mapping and crawl. Fa…
|
F 34 2⁄5 | ||||||||
| 30444 |
Generate synthetic random user data for testing, demos, and development without…
|
F 34 2⁄5 | ||||||||
| 30445 |
Google Ads MCP with 20,000+ account peer context and staged approve-then-execut…
|
F 34 2⁄5 | ||||||||
| 30446 |
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
|
F 34 2⁄5 | ||||||||
| 30447 |
Query and update your Caspio application data in plain language.
|
F 34 2⁄5 | ||||||||
| 30448 |
Search photos/videos; manage collections, people and duplicates. Requires paid …
|
F 34 2⁄5 | ||||||||
| 30449 |
A UPí, IA da upCampo: consulte a fazenda, tire dúvidas do sistema e registre la…
|
F 34 2⁄5 | ||||||||
| 30450 |
Autonomous cloud agent tasks: real browser + your tools, structured evidence-ba…
|
F 34 2⁄5 | ||||||||