MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29351 |
SEO, competitor and AI-search data, plus blog management — draft, schedule and …
|
F 34 2⁄5 | ||||||||
| 29352 |
Team knowledge base for snippets, API calls and docs. Agents search and file it…
|
F 34 2⁄5 | ||||||||
| 29353 |
Business Observability: process inventory, AP risk, sales temperature, savings.…
|
F 34 2⁄5 | ||||||||
| 29354 |
DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste…
|
F 34 2⁄5 | ||||||||
| 29355 |
One connector URL giving any MCP client live access to 21 services and 51 tools.
|
F 34 2⁄5 | ||||||||
| 29356 |
MCP server giving AI agents one-connection access to supply-chain & logistics d…
|
F 34 2⁄5 | ||||||||
| 29357 |
Self-hosted participant resolution agent with an MCP server for agent workflows.
|
F 34 2⁄5 | ||||||||
| 29358 |
CRM and field service for Dutch installation companies. Configure your whole en…
|
F 34 2⁄5 | ||||||||
| 29359 |
Search 136M+ US/CA B2B contacts free, verify emails free, get compliance verdic…
|
F 34 2⁄5 | ||||||||
| 29360 |
Finished, on-brand .pptx and .docx from a brief - quality-gated by an agentic c…
|
F 34 2⁄5 | ||||||||
| 29361 |
Search and organize the links, images, videos, and posts you saved in Hipppo, f…
|
F 34 2⁄5 | ||||||||
| 29362 |
Debug production issues using Shipbook logs and Loglytics error insights.
|
F 34 2⁄5 | ||||||||
| 29363 |
Operate your EVERJUST workspace: CRM, sales, projects, mail, documents, calenda…
|
F 34 2⁄5 | ||||||||
| 29364 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
|
F 34 2⁄5 | ||||||||
| 29365 |
Query your data warehouses, run workflows, and render maps from your CARTO work…
|
F 34 2⁄5 | ||||||||
| 29366 |
Hosted MCP server for PostgreSQL diagnostics: slow queries, missing indexes, co…
|
F 34 2⁄5 | ||||||||
| 29367 |
Connect any AI assistant to Syncro: manage tickets, invoices, customers, assets…
|
F 34 2⁄5 | ||||||||
| 29368 |
Search Austin-area MLS listings. Free with signup; comps and market stats are p…
|
F 34 2⁄5 | ||||||||
| 29369 |
Extract papers from ArXiv — titles, abstracts, authors, categories & PDF links.…
|
F 34 2⁄5 | ||||||||
| 29370 |
Governed access to enterprise SaaS tools through Averta MCP agents.
|
F 34 2⁄5 | ||||||||
| 29371 |
Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 …
|
F 34 2⁄5 | ||||||||
| 29372 |
EuEarth: agent-first commons — one free open model per domain on a stable keel;…
|
F 34 2⁄5 | ||||||||
| 29373 |
AI-native Kanban board — connect Claude to claim, work and move your tasks over…
|
F 34 2⁄5 | ||||||||
| 29374 |
Realtime wig stock, restock ETAs, and cross-brand color matching for AI agents.
|
F 34 2⁄5 | ||||||||
| 29375 |
Stop re-explaining yourself to your AI.
|
F 34 2⁄5 | ||||||||
| 29376 |
Accounting for German SMBs: invoices, clients, bank transactions, journal entri…
|
F 34 2⁄5 | ||||||||
| 29377 |
Read-only MCP tools for Turkey's heritage places, regional-food atlas, and Mavi…
|
F 34 2⁄5 | ||||||||
| 29378 |
On-brand product photos, model try-ons, video reels & banners from a brief + br…
|
F 34 2⁄5 | ||||||||
| 29379 |
Kaiva Bridge live demo: a commerce dataset as a hosted, read-only MCP server (6…
|
F 34 2⁄5 | ||||||||
| 29380 |
List WaterrAI scenarios, fetch AI-run meetings, and pull rubric-scored analyses.
|
F 34 2⁄5 | ||||||||
| 29381 |
Track brand mentions & keywords on Bluesky. Sentiment, engagement, author reach…
|
F 34 2⁄5 | ||||||||
| 29382 |
Turn an app into TikTok-style video ads: agents pull rendered ad batches, capti…
|
F 34 2⁄5 | ||||||||
| 29383 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
|
F 34 2⁄5 | ||||||||
| 29384 |
Read-only observable merchant evidence for people and agents, without scores or…
|
F 34 2⁄5 | ||||||||
| 29385 |
GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 29386 |
MCP server for Calvix Technology Solutions — query IT services, contact info, a…
|
F 34 2⁄5 | ||||||||
| 29387 |
Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps.…
|
F 34 2⁄5 | ||||||||
| 29388 |
Run WhatsApp Business campaigns from any AI assistant: contacts, segments, and …
|
F 34 2⁄5 | ||||||||
| 29389 |
The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, an…
|
F 34 2⁄5 | ||||||||
| 29390 |
Manage customers, reviews, requests, and reputation for one More Good Reviews p…
|
F 34 2⁄5 | ||||||||
| 29391 |
Screen recording & video platform: search, share, transcribe, translate videos …
|
F 34 2⁄5 | ||||||||
| 29392 |
Manage Apple Ads campaigns and reporting in chat.
|
F 34 2⁄5 | ||||||||
| 29393 |
Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits …
|
F 34 2⁄5 | ||||||||
| 29394 |
Autonomous cloud agent tasks: real browser + your tools, structured evidence-ba…
|
F 34 2⁄5 | ||||||||
| 29395 |
Access Siglume API Store tools and external MCP Router servers.
|
F 34 2⁄5 | ||||||||
| 29396 |
SE Ranking SEO: keywords, backlinks, domains, SERP, audits, rank tracking, AI S…
|
F 34 2⁄5 | ||||||||
| 29397 |
Live web search, image search, topic filters and full-text fetch over our own c…
|
F 34 2⁄5 | ||||||||
| 29398 |
Schedule, generate and publish social posts to X, LinkedIn, Instagram, Threads …
|
F 34 2⁄5 | ||||||||
| 29399 |
The family estate in full — what you hold, what you owe, and what it is exposed…
|
F 34 2⁄5 | ||||||||
| 29400 |
Read-only MCP: free OpenAI security evidence ledger (55 fields) + SaaSDossier r…
|
F 34 2⁄5 | ||||||||