MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30951 |
Render Markdown and LLM output into accessible PDF/UA-1 PDFs. No headless Chrom…
|
F 26 3⁄5 | ||||||||
| 30952 |
WMS & logistics intelligence: live freight & shipping rates, port data, invento…
|
F 26 3⁄5 | ||||||||
| 30953 |
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
|
F 26 3⁄5 | ||||||||
| 30954 |
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
|
F 26 3⁄5 | ||||||||
| 30955 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 26 3⁄5 | ||||||||
| 30956 |
Create, read and monitor Wachete website-change wachets for a signed-in user.
|
F 26 3⁄5 | ||||||||
| 30957 |
Collect Apple Health data from your wearables through the Context app and query…
|
F 26 3⁄5 | ||||||||
| 30958 |
AgentQ MCP Server - AI-Powered Software Quality Assurance Platform
|
F 26 3⁄5 | ||||||||
| 30959 |
Monetize and manage your Tip4Serv store directly from your LLM.
|
F 26 3⁄5 | ||||||||
| 30960 |
Tenderly MCP server for blockchain dev — simulate, debug, and test on 100+ netw…
|
F 26 3⁄5 | ||||||||
| 30961 |
Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP,…
|
F 26 3⁄5 | ||||||||
| 30962 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 26 3⁄5 | ||||||||
| 30963 |
Search speech in podcasts, government meetings, and your own audio: speakers, e…
|
F 26 3⁄5 | ||||||||
| 30964 |
MileMaker MCP server provides mapping services for commercial transportation.
|
F 26 3⁄5 | ||||||||
| 30965 |
Unblocked MCP Server
|
F 26 3⁄5 | ||||||||
| 30966 |
App Store Optimization for indie devs. Track rankings, find keyword wins, grow …
|
F 26 3⁄5 | ||||||||
| 30967 |
Martingale intelligence: proprietary scores and sequence parameters for 250+ in…
|
F 26 3⁄5 | ||||||||
| 30968 |
Analyze web performance and get optimization insights from GTmetrix, directly i…
|
F 26 3⁄5 | ||||||||
| 30969 |
The MCP gateway with an EU-hosted, persistent memory layer that shrinks your to…
|
F 26 3⁄5 | ||||||||
| 30970 |
Attrove
Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
|
F 26 3⁄5 | ||||||||
| 30971 |
A persistent AI self you own — memory, persona, judgment — portable across all …
|
F 26 3⁄5 | ||||||||
| 30972 |
AI proofreading for public web pages and full sites, with AI-verified correctio…
|
F 26 3⁄5 | ||||||||
| 30973 |
MCP-native hosting: publish and operate AI-built web apps live at name.percher.…
|
F 26 3⁄5 | ||||||||
| 30974 |
AI product photography: on-brand product shots, images and videos from your Kiv…
|
F 26 3⁄5 | ||||||||
| 30975 |
Monitor Bluesky for new brand mentions, keywords and account posts. Alerts only…
|
F 26 3⁄5 | ||||||||
| 30976 |
SEC Form 4 insider trades, daily trading plans, 8-K catalysts and market data f…
|
F 26 3⁄5 | ||||||||
| 30977 |
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 26 3⁄5 | ||||||||
| 30978 |
An MCP server that provides access to trusted data about business identity and …
|
F 26 3⁄5 | ||||||||
| 30979 |
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
|
F 26 3⁄5 | ||||||||
| 30980 |
Official FLUX MCP server. Generate, edit, vary, and browse images from Black Fo…
|
F 26 3⁄5 | ||||||||
| 30981 |
Read and manage your EasyKanban kanban boards: to-do summaries, create, update,…
|
F 26 3⁄5 | ||||||||
| 30982 |
Romanian company risk checks by CUI — verdict verde/galben/roșu from official p…
|
F 26 3⁄5 | ||||||||
| 30983 |
Query your trade show leads, meetings, and events from BoothIQ
|
F 26 3⁄5 | ||||||||
| 30984 |
Persistent personal memory for AI assistants — save, search, and recall across …
|
F 26 3⁄5 | ||||||||
| 30985 |
Multi-agent governance: task orchestration, compliance, decision validation, an…
|
F 26 3⁄5 | ||||||||
| 30986 |
Append-only decisions with provenance, supersession, retrieval, and audited MCP…
|
F 26 3⁄5 | ||||||||
| 30987 |
PromptOT
Claim
Manage, version, and publish LLM prompts with blocks, variables, and evaluation…
|
F 26 3⁄5 | ||||||||
| 30988 |
Accurate, brand-controlled translation for text, code, images, and documents wi…
|
F 26 3⁄5 | ||||||||
| 30989 |
SQLite databases on the edge. Create per-agent databases, run SQL, branch schem…
|
F 26 3⁄5 | ||||||||
| 30990 |
AI-native CRM with 33 tools. Pipeline, leads, Stripe sync, Magic Link auth. Fre…
|
F 26 3⁄5 | ||||||||
| 30991 |
Multiple AIs peer-review and debate your question, then return one fact-checked…
|
F 26 3⁄5 | ||||||||
| 30992 |
Provides data for LEGO sets, minifigures, parts and elements. Not affiliated wi…
|
F 26 3⁄5 | ||||||||
| 30993 |
AppDeploy turns app ideas described in AI chat into live full-stack web applica…
|
F 26 3⁄5 | ||||||||
| 30994 |
Data + AI observability — monitor and troubleshoot production-grade agents and …
|
F 26 3⁄5 | ||||||||
| 30995 |
Trouver et contacter des artisans du batiment en France. Gratuit, sans commissi…
|
F 26 3⁄5 | ||||||||
| 30996 |
Read-only PostgreSQL, MySQL, SQL Server access via MCP — 24 dialect-aware hoste…
|
F 26 3⁄5 | ||||||||
| 30997 |
Turn prototype feedback into product decisions that your whole team can trace.
|
F 26 3⁄5 | ||||||||
| 30998 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||
| 30999 |
Market knowledge layer for AI agents: competitors, opinions and regulations sha…
|
F 26 3⁄5 | ||||||||
| 31000 |
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
|
F 26 3⁄5 | ||||||||