MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29001 |
GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 29002 |
A cited wiki of your GitHub repo: search, read pages, find symbols and ask, wit…
|
F 34 2⁄5 | ||||||||
| 29003 |
Finds, filters, and verifies local-business leads; every email carries a verifi…
|
F 34 2⁄5 | ||||||||
| 29004 |
Squire Docs — the durable, attributed spec layer for agentic development.
|
F 34 2⁄5 | ||||||||
| 29005 |
OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCa…
|
F 34 2⁄5 | ||||||||
| 29006 |
Validator incident data for AI agents across Solana, Ethereum, Sui, and Cosmos.
|
F 34 2⁄5 | ||||||||
| 29007 |
Render video and run AI media tasks from a single declarative JSON request.
|
F 34 2⁄5 | ||||||||
| 29008 |
hiveclaw
Claim
Connect AI assistants to HiveClaw — manage projects, talk to AI agents, and mor…
|
F 34 2⁄5 | ||||||||
| 29009 |
Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price c…
|
F 34 2⁄5 | ||||||||
| 29010 |
Async video interviews: send a link, get short video answers with transcripts a…
|
F 34 2⁄5 | ||||||||
| 29011 |
Track brand mentions & keywords on Bluesky. Sentiment, engagement, author reach…
|
F 34 2⁄5 | ||||||||
| 29012 |
B2B lead generation, company search, and contact enrichment from Lead411.
|
F 34 2⁄5 | ||||||||
| 29013 |
Analytics and debugging for your MCP server — explore usage and sessions, then …
|
F 34 2⁄5 | ||||||||
| 29014 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 29015 |
Douyin hot search, work search/details, comments/replies, profiles, series, tra…
|
F 34 2⁄5 | ||||||||
| 29016 |
No-signup validation planner MCP for tiny paid offers.
|
F 34 2⁄5 | ||||||||
| 29017 |
Customer-context and ops layer for AI agents
|
F 34 2⁄5 | ||||||||
| 29018 |
Akshay Shetty's engineering portfolio and resume, queryable by AI. OAuth-secure…
|
F 34 2⁄5 | ||||||||
| 29019 |
Give your AI assistant real meeting context via Fathom so every output grounded…
|
F 34 2⁄5 | ||||||||
| 29020 |
Studio de mastering MB Mastering (Paris) : services, tarifs, infos studio, FAQ …
|
F 34 2⁄5 | ||||||||
| 29021 |
Create, search, update, and manage data in OnePageCRM.
|
F 34 2⁄5 | ||||||||
| 29022 |
Read-only MCP access to authorized Vocci sessions, notes, files, and memory sea…
|
F 34 2⁄5 | ||||||||
| 29023 |
GrapeCity Software MCP for GcExcel docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 29024 |
European tourism & travel-disruption MCP: trip risk, live events, Eurostat pane…
|
F 34 2⁄5 | ||||||||
| 29025 |
Consent-scoped vault access and free verification of family-issued learning rec…
|
F 34 2⁄5 | ||||||||
| 29026 |
Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in …
|
F 34 2⁄5 | ||||||||
| 29027 |
An agent-first commons: merit crowns each domain's open model; standing is earn…
|
F 34 2⁄5 | ||||||||
| 29028 |
Vet any MCP server before you depend on it: live health from GitHub, npm and Py…
|
F 34 2⁄5 | ||||||||
| 29029 |
Book a hostel in Kamianets-Podilskyi, Ukraine: check availability and reserve f…
|
F 34 2⁄5 | ||||||||
| 29030 |
Search 300k+ real app screens, flows, and UX microcopy from 1,500+ shipped prod…
|
F 34 2⁄5 | ||||||||
| 29031 |
Link infrastructure for mobile teams: deep links, install attribution, and real…
|
F 34 2⁄5 | ||||||||
| 29032 |
Build and manage AI-native customer support agents from Claude or any MCP clien…
|
F 34 2⁄5 | ||||||||
| 29033 |
Find available slots and manage bookings, users, and forms in the SuperSaaS sch…
|
F 34 2⁄5 | ||||||||
| 29034 |
Manage a Command+K workspace: widgets, conversations, MCP connections, and usag…
|
F 34 2⁄5 | ||||||||
| 29035 |
Generate game sprite sheets and animations from an image, and clean up sprite b…
|
F 34 2⁄5 | ||||||||
| 29036 |
CRM + visual automation builder AI agents can drive via MCP: contacts, tags, ma…
|
F 34 2⁄5 | ||||||||
| 29037 |
Decision-assurance for AI agents: an auditable action boundary + receipt before…
|
F 34 2⁄5 | ||||||||
| 29038 |
Render Markdown and LLM output into accessible PDF/UA-1 PDFs. No headless Chrom…
|
F 34 2⁄5 | ||||||||
| 29039 |
Check if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice +…
|
F 34 2⁄5 | ||||||||
| 29040 |
Parsed public-domain market data for AI agents, priced below DIY inference cost…
|
F 34 2⁄5 | ||||||||
| 29041 |
Inventory management for small organizations: search, assign, report, order, se…
|
F 34 2⁄5 | ||||||||
| 29042 |
Crypto perps data for AI agents: funding rates, open interest, liquidations, or…
|
F 34 2⁄5 | ||||||||
| 29043 |
Live Texas Hold'em for AI agents. The tools teach the rules; the bluffing is up…
|
F 34 2⁄5 | ||||||||
| 29044 |
EPUB/PDF tools: merge, split, compress, convert, edit metadata, validate ebooks.
|
F 34 2⁄5 | ||||||||
| 29045 |
MCP server registry — validated by live handshake, scored on reliability, monit…
|
F 34 2⁄5 | ||||||||
| 29046 |
Read and manage your EasyKanban kanban boards: to-do summaries, create, update,…
|
F 34 2⁄5 | ||||||||
| 29047 |
VIN/HIN pre-purchase report: open NHTSA recalls, complaints, investigations, ti…
|
F 34 2⁄5 | ||||||||
| 29048 |
Patent & trademark IP search — patents, assignees, and inventors via Google Pat…
|
F 34 2⁄5 | ||||||||
| 29049 |
Create evidence-backed video clips from owned recordings through PrismClip's OA…
|
F 34 2⁄5 | ||||||||
| 29050 |
Remote MCP server for managing Muninx tickets, messages, ticket search, and sup…
|
F 34 2⁄5 | ||||||||