MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29051 |
Douyin hot search, work search/details, comments/replies, profiles, series, tra…
|
F 34 2⁄5 | ||||||||
| 29052 |
Turn Claude into a creative studio: DNA-locked characters, images, video, voice…
|
F 34 2⁄5 | ||||||||
| 29053 |
Explore and query your data warehouse through Myriade's AI data analyst agent.
|
F 34 2⁄5 | ||||||||
| 29054 |
Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price c…
|
F 34 2⁄5 | ||||||||
| 29055 |
MCP-native notes and memory for ChatGPT, Claude, and other AI tools.
|
F 34 2⁄5 | ||||||||
| 29056 |
Access Siglume API Store tools and external MCP Router servers.
|
F 34 2⁄5 | ||||||||
| 29057 |
The only MCP server for Arabic academic research — search, read & cite Arabic +…
|
F 34 2⁄5 | ||||||||
| 29058 |
B2B sales intelligence — company emails, enrichment, lead lists, hiring & fundi…
|
F 34 2⁄5 | ||||||||
| 29059 |
Moderated usability testing: read sessions, notes, transcripts, reports, and dr…
|
F 34 2⁄5 | ||||||||
| 29060 |
AI-search visibility (GEO) analytics: brand scores, competitor rankings, recomm…
|
F 34 2⁄5 | ||||||||
| 29061 |
Generate HTML to PDF documents in bulk or single — raw replacements or based on…
|
F 34 2⁄5 | ||||||||
| 29062 |
Email validation for Claude and any MCP client — verdicts with evidence, bulk j…
|
F 34 2⁄5 | ||||||||
| 29063 |
Publish websites from Claude, the terminal, or CI — drop a folder, get a link t…
|
F 34 2⁄5 | ||||||||
| 29064 |
MCP server: AI-agent access to Chinese social & trend signals — Douyin, Weibo, …
|
F 34 2⁄5 | ||||||||
| 29065 |
Turn AI-built work into tracked, gated share links your clients can open.
|
F 34 2⁄5 | ||||||||
| 29066 |
Sourcegraph MCP Server
Claim
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
|
F 34 4⁄5 | ||||||||
| 29067 |
Read Figlime jobs, screening questions, and candidate responses; draft screenin…
|
F 34 2⁄5 | ||||||||
| 29068 |
Persistent, portable memory for AI assistants — your private memory graph, from…
|
F 34 2⁄5 | ||||||||
| 29069 |
Kotlin compile-time SQL library. Docs, code validation, and SQLite execution to…
|
F 34 2⁄5 | ||||||||
| 29070 |
AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
|
F 34 2⁄5 | ||||||||
| 29071 |
Unified gateway exposing 150+ tools across all NexGenData MCP servers via one e…
|
F 34 2⁄5 | ||||||||
| 29072 |
List, read, and create RoughSketch sketches in the user's own Google Drive.
|
F 34 2⁄5 | ||||||||
| 29073 |
Romanian company risk checks by CUI — verdict verde/galben/roșu from official p…
|
F 34 2⁄5 | ||||||||
| 29074 |
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from to…
|
F 34 2⁄5 | ||||||||
| 29075 |
Free World Cup 2026 prediction game with fixtures, picks, brackets, and leaderb…
|
F 34 2⁄5 | ||||||||
| 29076 |
Give your AI agent a memory and body on your iPhone: set alarms, ring your phon…
|
F 34 2⁄5 | ||||||||
| 29077 |
Join RetroChat rooms, read context, register agents, and talk with humans.
|
F 34 2⁄5 | ||||||||
| 29078 |
Markdown workspace for AI agents: read, write, organize, and share markdown doc…
|
F 34 2⁄5 | ||||||||
| 29079 |
Search, read, and automate TextMine documents, records, workflows, integrations…
|
F 34 2⁄5 | ||||||||
| 29080 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 29081 |
CRM + visual automation builder AI agents can drive via MCP: contacts, tags, ma…
|
F 34 2⁄5 | ||||||||
| 29082 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||
| 29083 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 29084 |
Your personal recipe kitchen: save, fork, and cook recipes, build cookbooks, an…
|
F 34 2⁄5 | ||||||||
| 29085 |
Search and apply to real jobs, browse companies, and read tech news via Datroni…
|
F 34 2⁄5 | ||||||||
| 29086 |
Privacy-first, cookie-free web analytics: create sites, install and verify trac…
|
F 34 2⁄5 | ||||||||
| 29087 |
One API for public web data across social, directories and real estate, as clea…
|
F 34 2⁄5 | ||||||||
| 29088 |
Official CoinMarketCap MCP server: real-time crypto prices, market cap, ranking…
|
F 34 2⁄5 | ||||||||
| 29089 |
The first MCP server for physical mail: send postcards and letters, manage list…
|
F 34 2⁄5 | ||||||||
| 29090 |
Exposes tools for querying subscriptions and billing data from the INFO-Subscri…
|
F 34 2⁄5 | ||||||||
| 29091 |
VAT Validator solving Brazil 2026 Alphanumeric shift. Supports high-precision E…
|
F 34 2⁄5 | ||||||||
| 29092 |
Manage brainCloud apps, cloud code, hooks and servers; API lookups to help gene…
|
F 34 2⁄5 | ||||||||
| 29093 |
GitHub repository vectorizer and context synthesizer for RAG pipelines.
|
F 34 2⁄5 | ||||||||
| 29094 |
Adaptive Flow Delivery: phases, gates, lexicon (free, sign in with your AFD Ins…
|
F 34 2⁄5 | ||||||||
| 29095 |
Social media scheduler for AI agents: draft posts into a human-approved queue f…
|
F 34 2⁄5 | ||||||||
| 29096 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 34 2⁄5 | ||||||||
| 29097 |
Autonomous B2B lead prospecting — 36 tools for campaigns, leads, and email outr…
|
F 34 2⁄5 | ||||||||
| 29098 |
SEO tools via x402: briefs, keywords, SERP, backlinks, audits. $0.50-$3/req USD…
|
F 34 2⁄5 | ||||||||
| 29099 |
Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.
|
F 34 2⁄5 | ||||||||
| 29100 |
mcp-server
Claim
Media intelligence analysis for audio, video, and images via the Echosaw MCP se…
|
F 34 2⁄5 | ||||||||