MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 201 |
Search ClinicalTrials.gov — find studies, retrieve results, match patients to e…
|
A 85 6⁄6 | ||||||||
| 202 |
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
|
A 85 6⁄6 | ||||||||
| 203 |
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
|
A 85 6⁄6 | ||||||||
| 204 |
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
|
A 85 6⁄6 | ||||||||
| 205 |
Tentahead MCP
Claim
Connects to the Tentahead API to facilitate campsite searching and group trip p…
|
A 85 6⁄6 | ||||||||
| 206 |
BioContextAI Knowledgebase MCP server for biomedical agentic AI
|
A 85 6⁄6 | ||||||||
| 207 |
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
|
A 85 6⁄6 | ||||||||
| 208 |
HAPI Strava MCP Server
Claim
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
|
A 85 6⁄6 | ||||||||
| 209 |
A general-purpose MCP server that lets AI work with multiple databases within c…
|
A 85 4⁄4 | ||||||||
| 210 |
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
|
A 85 5⁄5 | ||||||||
| 211 |
An agent-first note-taking system that provides AI-guided creation and organiza…
|
A 85 5⁄5 | ||||||||
| 212 |
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
|
A 85 5⁄5 | ||||||||
| 213 |
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
|
A 85 5⁄5 | ||||||||
| 214 |
A Model Context Protocol (MCP) server that provides web search functionality us…
|
A 85 6⁄4 | ||||||||
| 215 |
Provides seamless integration between AI assistants and Prometheus, enabling na…
|
A 85 5⁄5 | ||||||||
| 216 |
SERP-based content scoring and optimization with 7 SEO categories.
|
B 84 4⁄4 | ||||||||
| 217 |
Provides comprehensive time manipulation capabilities including timezone conver…
|
B 84 5⁄5 | ||||||||
| 218 |
whatsapp-mcp-stream
Claim
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
|
B 84 5⁄4 | ||||||||
| 219 |
Enables AI assistants to interact with the Pocketsmith personal finance API to …
|
B 84 5⁄5 | ||||||||
| 220 |
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
|
B 84 5⁄5 | ||||||||
| 221 |
A Model Context Protocol (MCP) server for Prometheus Alertmanager
|
B 84 5⁄4 | ||||||||
| 222 |
Enables natural language interactions with Salesforce data and metadata, suppor…
|
B 84 5⁄5 | ||||||||
| 223 |
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
|
B 84 5⁄5 | ||||||||
| 224 |
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
|
B 84 5⁄5 | ||||||||
| 225 |
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
|
B 84 4⁄4 | ||||||||
| 226 |
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
|
B 84 5⁄5 | ||||||||
| 227 |
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…
|
B 84 5⁄5 | ||||||||
| 228 |
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
|
B 84 5⁄4 | ||||||||
| 229 |
Stata MCP Server
Claim
Provides a bridge between Stata statistical software and code editors like VS C…
|
B 84 5⁄4 | ||||||||
| 230 |
Enables searching and filtering over 1.5 million electronic components across J…
|
B 84 5⁄5 | ||||||||
| 231 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 232 |
AI-powered browser automation MCP server for Claude Code. Navigate, click, scre…
|
B 84 4⁄4 | ||||||||
| 233 |
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
|
B 84 4⁄4 | ||||||||
| 234 |
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
|
B 84 6⁄6 | ||||||||
| 235 |
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
B 84 5⁄5 | ||||||||
| 236 |
Let's your agent access the heroku platform
|
B 84 5⁄5 | ||||||||
| 237 |
Cambodia legislation via MCP -- full-text search across statutes and provisions
|
B 84 6⁄4 | ||||||||
| 238 |
PDF reader for vision LLMs. Auto-detects text corruption and switches to image …
|
B 84 5⁄5 | ||||||||
| 239 |
MCP server that allows interaction with PocketBase databases, enabling record o…
|
B 84 5⁄4 | ||||||||
| 240 |
Open-source FRED MCP Server (Federal Reserve Economic Data)
|
B 84 5⁄4 | ||||||||
| 241 |
Enables LLMs to systematically develop and validate regex patterns by defining …
|
B 84 5⁄5 | ||||||||
| 242 |
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
B 84 5⁄5 | ||||||||
| 243 |
postman-mcp
Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
B 84 5⁄4 | ||||||||
| 244 |
Pearl
|
B 84 6⁄6 | ||||||||
| 245 |
License check, outdated deps, security for AI agents
|
B 84 4⁄4 | ||||||||
| 246 |
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
|
B 84 4⁄4 | ||||||||
| 247 |
Webhook management and testing tools for AI agents. Provides tools for sending,…
|
B 84 4⁄4 | ||||||||
| 248 |
Provides time intelligence, persistent memory and complete traceability for AI …
|
B 84 5⁄5 | ||||||||
| 249 |
An MCP server that enables AI agents to perform search-augmented queries and de…
|
B 84 5⁄4 | ||||||||
| 250 |
Typescript implementation of Kubernetes cluster operations for pods, deployment…
|
B 84 5⁄5 | ||||||||