MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21401 |
miniMCP
Claim
A lightweight MCP server that connects a local AI model (Ollama) with custom CR…
|
B 70 3⁄3 | ||||||||
| 21402 |
Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Ha…
|
B 70 3⁄3 | ||||||||
| 21403 |
The Universal Agent Gateway (UAG) enables in-process agentic automation using F…
|
B 70 3⁄3 | ||||||||
| 21404 |
Enables creation of persistent, compounding knowledge bases using Karpathy's LL…
|
B 70 3⁄3 | ||||||||
| 21405 |
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
|
B 70 4⁄4 | ||||||||
| 21406 |
core
Claim
A framework helps you quickly build AI Native IDE products. MCP Client, support…
|
B 70 4⁄3 | ||||||||
| 21407 |
Enables 70-90% LLM API cost reduction by compressing conversation history via l…
|
B 70 3⁄3 | ||||||||
| 21408 |
TheCrawler
Claim
Open-source web scraper and extraction MCP server with JavaScript rendering, ma…
|
B 70 3⁄3 | ||||||||
| 21409 |
MCP Server for TimeZest: manage appointments, pending requests, and ticket sche…
|
B 70 3⁄3 | ||||||||
| 21410 |
Belgian e-invoicing MCP server: Peppol BIS 3.0, UBL 2.1, PINT-BE (NBB), Mercuri…
|
B 70 3⁄3 | ||||||||
| 21411 |
Provides 78 tools for AGI experiments based on universal physics principles lik…
|
B 70 4⁄3 | ||||||||
| 21412 |
A multi-agent book-writing MCP server that manages a guarded chapter pipeline (…
|
B 70 3⁄3 | ||||||||
| 21413 |
Enables access to Japanese labor and social insurance law data via e-Gov API an…
|
B 70 3⁄3 | ||||||||
| 21414 |
Enables AI assistants to manage consignment and retail business operations thro…
|
B 70 4⁄4 | ||||||||
| 21415 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21416 |
GXtract is a MCP server designed to integrate with VS Code and other compatible…
|
B 70 4⁄4 | ||||||||
| 21417 |
A bounded evidence review engine that ingests documents, extracts evidence for …
|
B 70 3⁄3 | ||||||||
| 21418 |
MCP-Plugin-dotnet
Claim
Open-source .NET library/SDK that turns any .NET application into an MCP server…
|
B 70 3⁄3 | ||||||||
| 21419 |
Firestore MCP Server
Claim
Provides secure, permission-controlled access to Firebase Firestore databases w…
|
B 70 4⁄4 | ||||||||
| 21420 |
golemcore-bot
Claim
Agent Platform for AI-Native Companies
|
B 70 4⁄3 | ||||||||
| 21421 |
A cloud replacement for mcp-server-filesystem that provides 30 tools for S3, Az…
|
B 70 3⁄3 | ||||||||
| 21422 |
floom
Claim
Deploy Python functions as web apps with auto-generated UI, REST API, and share…
|
B 70 3⁄3 | ||||||||
| 21423 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 21424 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||
| 21425 |
MCP server for the National Bank of Belgium SDMX statistical API (221 dataflows…
|
B 70 3⁄3 | ||||||||
| 21426 |
Enables comprehensive interaction with Tabcorp betting services through 30+ spe…
|
B 70 4⁄4 | ||||||||
| 21427 |
skunit
Claim
skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and age…
|
B 70 3⁄3 | ||||||||
| 21428 |
Provides a comprehensive suite of Google Calendar tools featuring 15 interactiv…
|
B 70 4⁄4 | ||||||||
| 21429 |
Fonoster MCP Server
Claim
MCP server that lists applications and phone numbers, and initiates outbound ca…
|
B 70 4⁄4 | ||||||||
| 21430 |
MCP server for Zoho Mail. Read, search, and send email from Claude.
|
B 70 3⁄3 | ||||||||
| 21431 |
A swiss-knife MCP server for analysing PCAP files
|
B 70 3⁄3 | ||||||||
| 21432 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 21433 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 21434 |
A lightweight RAG system that provides an MCP server for searching and interact…
|
B 70 4⁄3 | ||||||||
| 21435 |
Verified knowledge base for AI agents. Stop hallucinations with certified, sour…
|
B 70 3⁄3 | ||||||||
| 21436 |
tinystruct
Claim
A lightweight, modular Java application framework for web and CLI development, …
|
B 70 3⁄3 | ||||||||
| 21437 |
An MCP server for managing your repositories on Forgejo/Gitea server.
|
B 70 4⁄4 | ||||||||
| 21438 |
An MCP server that provides access to Korea's DART corporate disclosure system,…
|
B 70 4⁄4 | ||||||||
| 21439 |
Enables AI assistants to interact with Gramps genealogy databases for intellige…
|
B 70 4⁄4 | ||||||||
| 21440 |
skyvern
Claim
|
B 70 3⁄3 | ||||||||
| 21441 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 21442 |
A read-only Model Context Protocol server that exposes over 60 AWS tools across…
|
B 70 4⁄4 | ||||||||
| 21443 |
MCP server for the Transkribus REST API. Manage collections, documents, HTR/OCR…
|
B 70 4⁄3 | ||||||||
| 21444 |
binary_ninja_mcp
Claim
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binar…
|
B 70 4⁄3 | ||||||||
| 21445 |
Manifold
Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
|
B 70 3⁄3 | ||||||||
| 21446 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21447 |
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon che…
|
B 70 3⁄3 | ||||||||
| 21448 |
Enables Claude to interact with Asana workspaces, tasks and projects through th…
|
B 70 4⁄4 | ||||||||
| 21449 |
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
|
B 70 3⁄3 | ||||||||
| 21450 |
AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). N…
|
B 70 3⁄3 | ||||||||