MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30051 |
Bioinformatics and genomic sequence parser for clinical research.
|
F 34 2⁄5 | ||||||||
| 30052 |
Shared, governed memory for fleets of AI agents: judged contributions, provenan…
|
F 34 2⁄5 | ||||||||
| 30053 |
Put an HTML or React artifact online as a web page with its own address, passwo…
|
F 34 2⁄5 | ||||||||
| 30054 |
Verify photos are genuine camera captures, not AI-generated: C2PA checks and RA…
|
F 34 2⁄5 | ||||||||
| 30055 |
Create branded vertical video ads from ecommerce product URLs or product photos.
|
F 34 2⁄5 | ||||||||
| 30056 |
Cross-check a factual claim against a verified knowledge graph before you asser…
|
F 34 2⁄5 | ||||||||
| 30057 |
Encrypted LangChain Session Agent
|
F 34 2⁄5 | ||||||||
| 30058 |
Cross-model memory for people and teams: one memory every AI you use loads at s…
|
F 34 2⁄5 | ||||||||
| 30059 |
AI-powered data integration platform. Onboard users and run DPF data workflows.
|
F 34 2⁄5 | ||||||||
| 30060 |
VAT Validator solving Brazil 2026 Alphanumeric shift. Supports high-precision E…
|
F 34 2⁄5 | ||||||||
| 30061 |
Pay-per-call crypto market intelligence for AI agents. USDC on Base via x402.
|
F 34 2⁄5 | ||||||||
| 30062 |
Write personalized, on-brand thank-you and packing-slip messages for your EC or…
|
F 34 2⁄5 | ||||||||
| 30063 |
Which brands sponsor which gaming creators, with evidence, on YouTube, TikTok, …
|
F 34 2⁄5 | ||||||||
| 30064 |
Predictive Signals, Company Search, Sector Trends and Contacts for PEs, IBs, M&…
|
F 34 2⁄5 | ||||||||
| 30065 |
Work management where AI agents are first-class members: tasks, projects, memor…
|
F 34 2⁄5 | ||||||||
| 30066 |
Wallet and payments for AI agents: auto-pay x402 APIs in USDC on XDC, within on…
|
F 34 2⁄5 | ||||||||
| 30067 |
Allows MCP access to MCP Scoreboard data.
|
F 34 2⁄5 | ||||||||
| 30068 |
Federal contract intelligence: $7T+ awards, SAM.gov opps, pWin verdicts, recomp…
|
F 34 2⁄5 | ||||||||
| 30069 |
LLM Orchestration Agent (Opentelemetry Api)
|
F 34 2⁄5 | ||||||||
| 30070 |
Shared memory for all your AI agents, your whole team and every MCP client — sa…
|
F 34 2⁄5 | ||||||||
| 30071 |
A design-style library for AI agents: search real styles, fetch a ready-to-appl…
|
F 34 2⁄5 | ||||||||
| 30072 |
Creates 2D motion-graphics videos: kinetic typography, charts, formulas, narrat…
|
F 34 2⁄5 | ||||||||
| 30073 |
Agent-driven search: build, import, tune, search, and score result quality — al…
|
F 34 2⁄5 | ||||||||
| 30074 |
Generate AI short-form videos and auto-publish them to TikTok, YouTube, Instagr…
|
F 34 2⁄5 | ||||||||
| 30075 |
Permissioned access to Outlook, OneDrive and Teams via the user's own Microsoft…
|
F 34 2⁄5 | ||||||||
| 30076 |
Search NVIDIA CUDA documentation and code samples from AI coding agents.
|
F 34 2⁄5 | ||||||||
| 30077 |
Brazilian business aviation: registry, real owner, flights, base, market, maint…
|
F 34 2⁄5 | ||||||||
| 30078 |
Generate AI influencer photos, face swaps, and character sheets with a consiste…
|
F 34 2⁄5 | ||||||||
| 30079 |
Zhihu/知乎 hot list, search/details, comments/replies, creators/articles, and vid…
|
F 34 2⁄5 | ||||||||
| 30080 |
Read-only access to NewTqnia news, terminology, and explainers in English and A…
|
F 34 2⁄5 | ||||||||
| 30081 |
Manage your WorkOS workspace in plain language: orgs, users, SSO, Directory Syn…
|
F 34 2⁄5 | ||||||||
| 30082 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 30083 |
Search jobs, tailor your resume, write cover letters, and file applications for…
|
F 34 2⁄5 | ||||||||
| 30084 |
Detect whether an image is AI-generated or real, with an AI-probability score a…
|
F 34 2⁄5 | ||||||||
| 30085 |
Price trends, CAGR, rental yield for Singapore private and HDB property, from U…
|
F 34 2⁄5 | ||||||||
| 30086 |
A cited wiki of your GitHub repo: search, read pages, find symbols and ask, wit…
|
F 34 2⁄5 | ||||||||
| 30087 |
Neighbourhood intelligence for any address: livability scores, community and st…
|
F 34 2⁄5 | ||||||||
| 30088 |
Manage HaasOnline crypto trading bots, labs, backtests and HaasScript across 20…
|
F 34 2⁄5 | ||||||||
| 30089 |
Last day to make an offer and still fund inside a Canadian rate hold. Needs the…
|
F 34 2⁄5 | ||||||||
| 30090 |
WordPress MCP server: generate SEO posts, AI images, autoblog & WooCommerce on …
|
F 34 2⁄5 | ||||||||
| 30091 |
MCP foncier & urbanisme officiels francais (cadastre, PLU, DVF). LexIA Pro, EDI…
|
F 34 2⁄5 | ||||||||
| 30092 |
Operators rank work; agents take, reserve, execute, attach evidence, and submit…
|
F 34 2⁄5 | ||||||||
| 30093 |
Build a working web app from a prompt, then deploy it to a live URL.
|
F 34 2⁄5 | ||||||||
| 30094 |
AI-powered corporate learning platform — manage courses, users, and insights vi…
|
F 34 2⁄5 | ||||||||
| 30095 |
Pesquisa de legislação e jurisprudência brasileiras. Exclusivo para assinantes …
|
F 34 2⁄5 | ||||||||
| 30096 |
MENA commerce integration layer for AI agents: payments, BNPL, logistics, e-com…
|
F 34 2⁄5 | ||||||||
| 30097 |
Manage brainCloud apps, cloud code, hooks and servers; API lookups to help gene…
|
F 34 2⁄5 | ||||||||
| 30098 |
Ground your AI in verified Korean venue data: search & book across Seoul, Gyeon…
|
F 34 2⁄5 | ||||||||
| 30099 |
Find, vet and budget bookable influencers, photographers and videographers for …
|
F 34 2⁄5 | ||||||||
| 30100 |
French AI marketing intelligence: creators, brands, social listening — 158 MCP …
|
F 34 2⁄5 | ||||||||