MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 25901 |
Description of my MCP server
|
B 80 2⁄5 | ||||||||
| 25902 |
Amazon product search demand over time, with growth for any keyword. Free key a…
|
B 80 2⁄5 | ||||||||
| 25903 |
Smart Money Verdict per stock & fund from SEC 13F, insider, activist & congress…
|
B 80 2⁄5 | ||||||||
| 25904 |
Search providers, check availability, book evaluations, and estimate insurance …
|
B 80 2⁄5 | ||||||||
| 25905 |
AI image generation with 6 Flux models (flux-dev, flux-pro, flux-kontext) inclu…
|
B 80 3⁄4 | ||||||||
| 25906 |
News article volume over time, with growth for any topic. Free key at trendsmcp…
|
B 80 2⁄5 | ||||||||
| 25907 |
Discovers, inspects, and executes requests against OpenAPI or Swagger APIs dire…
|
B 80 3⁄4 | ||||||||
| 25908 |
MCP web extraction for Claude and Cursor: turn any URL into structured JSON wit…
|
B 80 3⁄4 | ||||||||
| 25909 |
Enables AI assistants to facilitate structured multi-model debates that synthes…
|
B 80 3⁄4 | ||||||||
| 25910 |
A comprehensive Model Context Protocol toolkit that transforms AI assistants in…
|
B 80 3⁄4 | ||||||||
| 25911 |
MCP server offering regulator-sourced legitimacy checks on investment entities …
|
B 80 2⁄5 | ||||||||
| 25912 |
MCP server that delivers up-to-date Bitrix24 REST API documentation.
|
B 80 2⁄5 | ||||||||
| 25913 |
AI-powered SEO and marketing: keyword research, SERP analysis, and content opti…
|
B 80 2⁄5 | ||||||||
| 25914 |
Discover and apply to paid (100 USDC) AI agent gigs at the Emerging Tech Center…
|
B 80 2⁄5 | ||||||||
| 25915 |
Enables AI clients like Claude to triage, investigate, and operate Icinga insta…
|
B 80 3⁄4 | ||||||||
| 25916 |
Haravan MCP
Claim
Enables AI assistants to interact with Haravan e-commerce platforms via MCP pro…
|
B 80 3⁄4 | ||||||||
| 25917 |
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
|
B 80 3⁄4 | ||||||||
| 25918 |
Ssemble AI Clipping
Claim
Create AI-powered short-form video clips from YouTube videos. Supports webhook …
|
B 80 2⁄5 | ||||||||
| 25919 |
PostgreSQL database administrator with serverless query routing.
|
B 80 2⁄5 | ||||||||
| 25920 |
News sentiment scores over time, with growth for any topic. Free key at trendsm…
|
B 80 2⁄5 | ||||||||
| 25921 |
Description of my MCP server
|
B 80 2⁄5 | ||||||||
| 25922 |
Free public real estate listing exchange. Search, retrieve, and submit inquirie…
|
B 80 2⁄5 | ||||||||
| 25923 |
Ideabob Validation
Claim
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP…
|
B 80 3⁄5 | ||||||||
| 25924 |
Pay-per-call social enrichment + 140+ lookups for AI agents. x402 + USDC on Bas…
|
B 80 2⁄5 | ||||||||
| 25925 |
MCP server for OpenMandate — find cofounders and early teammates beyond your ne…
|
B 80 2⁄5 | ||||||||
| 25926 |
Ask a question and get a deterministic Magic 8 Ball answer.
|
B 80 2⁄5 | ||||||||
| 25927 |
Hallucination validator and factual grounding checker for LLM outputs.
|
B 80 2⁄5 | ||||||||
| 25928 |
Description of my MCP server
|
B 80 2⁄5 | ||||||||
| 25929 |
DEX liquidity wash trading and volume manipulation detector.
|
B 80 2⁄5 | ||||||||
| 25930 |
A multi-backend gateway that enables access to various services like Google Dri…
|
B 80 3⁄4 | ||||||||
| 25931 |
Google Trends: Search, Images, News, Shopping over time, growth metrics. Free k…
|
B 80 2⁄5 | ||||||||
| 25932 |
gemini-media-mcp
Claim
Unified Gemini media generation: Nano Banana (images, editing, multi-reference …
|
B 80 3⁄4 | ||||||||
| 25933 |
Bitcoin-powered AI tools via Lightning micropayments. No signup or API keys req…
|
B 80 2⁄5 | ||||||||
| 25934 |
benchclaw-integrations
Claim
Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](h…
|
B 80 3⁄4 | ||||||||
| 25935 |
Interact with your Google Cloud Firestore resources using natural language comm…
|
B 79 3⁄5 | ||||||||
| 25936 |
Parametric estimating engine: CESMM4/NRM2/SMM7/MMHW Bills of Quantities for civ…
|
B 79 2⁄5 | ||||||||
| 25937 |
Search FDIC institutions, branches, failures, and peer analysis over MCP.
|
B 79 2⁄5 | ||||||||
| 25938 |
A read-only MCP server that connects AI assistants to the OfficeRnD coworking a…
|
B 79 3⁄4 | ||||||||
| 25939 |
MCP server for AI agents to discover campaigns by humans and donate USDC direct…
|
B 79 2⁄5 | ||||||||
| 25940 |
Adversarial AI review API — independent AI reviews another AI's output. Stop LL…
|
B 79 3⁄4 | ||||||||
| 25941 |
mcp-compress
Claim
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant …
|
B 79 3⁄4 | ||||||||
| 25942 |
db-oauth-mcp
Claim
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
|
B 79 3⁄4 | ||||||||
| 25943 |
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
|
B 79 3⁄4 | ||||||||
| 25944 |
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
|
B 79 3⁄4 | ||||||||
| 25945 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 25946 |
EU regulatory compliance data: 17 regulations, deadlines, enforcement actions. …
|
B 79 2⁄5 | ||||||||
| 25947 |
ByteDance Seedance AI video generation with text-to-video, image-to-video, mult…
|
B 79 3⁄4 | ||||||||
| 25948 |
No-code workflow visualizer and automation blueprint builder.
|
B 79 2⁄5 | ||||||||
| 25949 |
Terms of Service contract analyzer flagging abusive clauses.
|
B 79 2⁄5 | ||||||||
| 25950 |
Multi-channel social sentiment aggregation oracle.
|
B 79 2⁄5 | ||||||||