MCP Server Quality Scores
Independent quality analysis of 60843 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26101 |
Interact with the Stitch API using natural language commands.
|
B 79 2⁄5 | ||||||||
| 26102 |
Your AI's research copilot. Searches 6 academic databases, downloads real PDFs,…
|
B 79 3⁄4 | ||||||||
| 26103 |
VSAX MCP Server
Claim
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
|
B 79 3⁄4 | ||||||||
| 26104 |
Keyless 12-tool patentability MCP: USPTO pillar scores, prior art, hosted at pa…
|
B 79 3⁄5 | ||||||||
| 26105 |
Describe a problem in plain language; get matching products with honest caveats…
|
B 79 3⁄5 | ||||||||
| 26106 |
MCP tools: collectible price-fairness, recall safety, drop tracking, card gradi…
|
B 79 2⁄5 | ||||||||
| 26107 |
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
|
B 79 3⁄4 | ||||||||
| 26108 |
Lowvyn
Claim
Verify Canadian deals, find the same product cheaper across .ca retailers, trac…
|
B 79 3⁄5 | ||||||||
| 26109 |
Query Baselight's public catalog of 70,000+ datasets — finance, demographics, s…
|
B 79 2⁄5 | ||||||||
| 26110 |
An MCP server that provides persistent, cross-session memory and team knowledge…
|
B 79 3⁄4 | ||||||||
| 26111 |
Interact with your Google Cloud Firestore resources using natural language comm…
|
B 79 3⁄5 | ||||||||
| 26112 |
WebforJ's MCP server, provides tools, resources, prompts for scaffolding and de…
|
B 79 3⁄5 | ||||||||
| 26113 |
Free receptionist tools: phone scripts, IVR menus (EN+ES), ElevenLabs prompts, …
|
B 79 3⁄5 | ||||||||
| 26114 |
Daily content for AI agents. History, chess, investing, wrongology, more. 10 ch…
|
B 79 2⁄5 | ||||||||
| 26115 |
Search the AI Tool Directory catalog: tool details, status checks, and alternat…
|
B 79 2⁄5 | ||||||||
| 26116 |
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
|
B 79 3⁄4 | ||||||||
| 26117 |
Provides automated data visualization and analysis tools that intelligently sel…
|
B 79 3⁄4 | ||||||||
| 26118 |
AI-powered PDF tools: fill forms via natural language
|
B 79 2⁄5 | ||||||||
| 26119 |
An MCP assistant that provides asynchronous and parallel Q\&A capabilities for …
|
B 79 3⁄4 | ||||||||
| 26120 |
MCP server that exposes the Storm cross-venue prediction-market intelligence AP…
|
B 79 3⁄4 | ||||||||
| 26121 |
Provides UX capabilities to enhance the design output and understanding of AI s…
|
B 79 3⁄5 | ||||||||
| 26122 |
Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, …
|
B 79 3⁄5 | ||||||||
| 26123 |
Provides AI assistants with comprehensive access to n8n node documentation, pro…
|
B 79 3⁄4 | ||||||||
| 26124 |
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
|
B 79 3⁄4 | ||||||||
| 26125 |
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
|
B 79 3⁄4 | ||||||||
| 26126 |
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
|
B 79 3⁄4 | ||||||||
| 26127 |
AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain ana…
|
B 79 3⁄4 | ||||||||
| 26128 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases, supporting quer…
|
B 79 3⁄4 | ||||||||
| 26129 |
Enables querying China National Bureau of Statistics data including economic in…
|
B 79 3⁄4 | ||||||||
| 26130 |
Governed AI actions with signed, verifiable receipts: free keyless reads, human…
|
B 79 2⁄5 | ||||||||
| 26131 |
A multi-domain reference corpus where every answer drills down to its cited, ve…
|
B 79 2⁄5 | ||||||||
| 26132 |
Adversarial AI review API — independent AI reviews another AI's output. Stop LL…
|
B 79 3⁄4 | ||||||||
| 26133 |
Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms,…
|
B 79 3⁄5 | ||||||||
| 26134 |
Search FDIC institutions, branches, failures, and peer analysis over MCP.
|
B 79 3⁄5 | ||||||||
| 26135 |
Enables LLMs to query and analyze data across multiple MySQL databases with ent…
|
B 79 3⁄4 | ||||||||
| 26136 |
A read-only MCP server that connects AI assistants to the OfficeRnD coworking a…
|
B 79 3⁄4 | ||||||||
| 26137 |
TeamMCP is an MCP-native collaboration server that enables AI agents and humans…
|
B 79 3⁄4 | ||||||||
| 26138 |
APIFold
Claim
Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Str…
|
B 79 3⁄4 | ||||||||
| 26139 |
Turn your ChatGPT to a super travel agent
|
B 79 2⁄5 | ||||||||
| 26140 |
Book appointments with service providers on booboooking.com — no token required.
|
B 79 2⁄5 | ||||||||
| 26141 |
Enables interaction with Celigo integrator.io API to manage integrations, flows…
|
B 79 3⁄4 | ||||||||
| 26142 |
cowboy-model-finder
Claim
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
|
B 79 3⁄5 | ||||||||
| 26143 |
Crypto compliance MCP: stablecoin-freeze, token security, wallet screening, KYT…
|
B 79 2⁄5 | ||||||||
| 26144 |
Pay-per-call crypto intelligence: 19 tools over 10+ live sources, USDC via x402.
|
B 79 3⁄5 | ||||||||
| 26145 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 26146 |
Enables AI image generation and editing using Google's Nano Banana model via th…
|
B 79 3⁄4 | ||||||||
| 26147 |
db-oauth-mcp
Claim
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
|
B 79 3⁄4 | ||||||||
| 26148 |
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
|
B 79 3⁄5 | ||||||||
| 26149 |
Avocado AI
Claim
Generate AI images, videos, music, SFX & speech in any AI assistant. Results ap…
|
B 79 3⁄5 | ||||||||
| 26150 |
ByteDance Seedance AI video generation with text-to-video, image-to-video, mult…
|
B 79 3⁄4 | ||||||||