MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30251 |
Dynamic QR codes by chat: edit destinations after printing, smart routing, and …
|
F 34 2⁄5 | ||||||||
| 30252 |
Plan and run LinkedIn outreach: templates, leads, confirmation-gated launch, me…
|
F 34 2⁄5 | ||||||||
| 30253 |
Structured Output MCP Traced Agent
|
F 34 2⁄5 | ||||||||
| 30254 |
Harmny career frameworks, competencies, goals, org metrics and tasks as live co…
|
F 34 2⁄5 | ||||||||
| 30255 |
Continuous improvement for software engineering teams: check-ins, improvements,…
|
F 34 2⁄5 | ||||||||
| 30256 |
Broker opinions of value, comparables and underwriting for commercial real esta…
|
F 34 2⁄5 | ||||||||
| 30257 |
Bureau-operated public read-only MCP service for public Context Packets and Cas…
|
F 34 2⁄5 | ||||||||
| 30258 |
LinkedIn outreach from Claude with a human veto: review, approve and send draft…
|
F 34 2⁄5 | ||||||||
| 30259 |
Zhihu/知乎 hot list, search/details, comments/replies, creators/articles, and vid…
|
F 34 2⁄5 | ||||||||
| 30260 |
EuEarth: agent-first commons — one free open model per domain on a stable keel;…
|
F 34 2⁄5 | ||||||||
| 30261 |
Open demo shop: search products, place a 0.05 CHF order, create a PostFinance p…
|
F 34 2⁄5 | ||||||||
| 30262 |
Give your AI agent an identity: its own email, webhook, repo, secrets vault, me…
|
F 34 2⁄5 | ||||||||
| 30263 |
MCP for AI compliance documentation across SR 26-2, EU AI Act, NIST AI RMF, and…
|
F 34 2⁄5 | ||||||||
| 30264 |
Create, review, publish and schedule Instagram images, carousels and Reels with…
|
F 34 2⁄5 | ||||||||
| 30265 |
UK procurement intelligence: live tenders, renewals with incumbents, buyer and …
|
F 34 2⁄5 | ||||||||
| 30266 |
Read-only MCP: free OpenAI security evidence ledger (55 fields) + SaaSDossier r…
|
F 34 2⁄5 | ||||||||
| 30267 |
Privacy-first, cookie-free web analytics: create sites, install and verify trac…
|
F 34 2⁄5 | ||||||||
| 30268 |
Signal-based B2B prospecting: find leads with buying intent, run email and Link…
|
F 34 2⁄5 | ||||||||
| 30269 |
Fear ladders for your assistant: small exposure steps, logged attempts, real pr…
|
F 34 2⁄5 | ||||||||
| 30270 |
Generate designed, localized App Store screenshot sets from your raw app captur…
|
F 34 2⁄5 | ||||||||
| 30271 |
AI story development, screenplay editing, review, media, and export tools for B…
|
F 34 2⁄5 | ||||||||
| 30272 |
Field-tested Spanish immigration gotchas, procedure guides, and live Madrid pad…
|
F 34 2⁄5 | ||||||||
| 30273 |
Trust checks for MCP servers: trust scores, tool-drift detection, signed dilige…
|
F 34 2⁄5 | ||||||||
| 30274 |
Finished, on-brand .pptx and .docx from a brief - quality-gated by an agentic c…
|
F 34 2⁄5 | ||||||||
| 30275 |
US home price forecasts via HTTP. No install — just add the URL. P10/P50/P90 ba…
|
F 34 2⁄5 | ||||||||
| 30276 |
12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try,…
|
F 34 2⁄5 | ||||||||
| 30277 |
Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and p…
|
F 34 2⁄5 | ||||||||
| 30278 |
Forensic accessibility and UI/UX front-end audit tool for web apps.
|
F 34 2⁄5 | ||||||||
| 30279 |
Search and book local services in France: real availability, quotes, consented …
|
F 34 2⁄5 | ||||||||
| 30280 |
EU regulatory compliance data: 17 regulations, deadlines, enforcement actions. …
|
F 34 2⁄5 | ||||||||
| 30281 |
AI pentesting: run scans, triage vulnerabilities, review PRs, manage schedules …
|
F 34 2⁄5 | ||||||||
| 30282 |
Engineering calculation MCP server for oil and gas engineering applications.
|
F 34 2⁄5 | ||||||||
| 30283 |
B2B sales intelligence — company emails, enrichment, lead lists, hiring & fundi…
|
F 34 2⁄5 | ||||||||
| 30284 |
Microsoft Exchange MCP server - hosted, multi-user, incl. Exchange on-prem & hy…
|
F 34 2⁄5 | ||||||||
| 30285 |
Connect any AI assistant to Syncro: manage tickets, invoices, customers, assets…
|
F 34 2⁄5 | ||||||||
| 30286 |
LLM Observability & Orchestration Agent (LangChain Community)
|
F 34 2⁄5 | ||||||||
| 30287 |
LLM Orchestration Agent (Mcp)
|
F 34 2⁄5 | ||||||||
| 30288 |
Screen a business or person for exclusions, debarment, and sanctions (SAM.gov, …
|
F 34 2⁄5 | ||||||||
| 30289 |
Work management where AI agents are first-class members: tasks, projects, memor…
|
F 34 2⁄5 | ||||||||
| 30290 |
Create AI animations and export transparent sprite sheets, alpha video, frames,…
|
F 34 2⁄5 | ||||||||
| 30291 |
Generate AI artwork and order physical wall-art prints through conversation.
|
F 34 2⁄5 | ||||||||
| 30292 |
Structured Output MCP Agent (Instructor)
|
F 34 2⁄5 | ||||||||
| 30293 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 34 2⁄5 | ||||||||
| 30294 |
Images, video, music, speech, and public social data for AI agents.
|
F 34 2⁄5 | ||||||||
| 30295 |
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun dete…
|
F 34 2⁄5 | ||||||||
| 30296 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 30297 |
Design and run AI-moderated voice, chat and video research studies, recruit pan…
|
F 34 2⁄5 | ||||||||
| 30298 |
Record your pitch in Claude or ChatGPT and get instant feedback on your deliver…
|
F 34 2⁄5 | ||||||||
| 30299 |
Publish, fork, improve browser games. No-auth reads; OAuth to post. Wheel: veri…
|
F 34 2⁄5 | ||||||||
| 30300 |
Official 100Hires MCP: AI ATS & Recruitment Software for candidates, jobs, appl…
|
F 34 2⁄5 | ||||||||