MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 4 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28501 |
Provides tools for web content extraction, search, embeddings, reranking, and i…
|
B 70 3⁄4 | ||||||||
| 28502 |
An MCP server that lets AI agents autonomously buy physical hats using USDC on …
|
B 70 3⁄4 | ||||||||
| 28503 |
mcp-server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
|
B 70 3⁄4 | ||||||||
| 28504 |
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
|
B 70 3⁄4 | ||||||||
| 28505 |
subnetaiq
Claim
Bittensor subnet intelligence — mineability scores, 1-click deploy scripts, mom…
|
B 70 3⁄4 | ||||||||
| 28506 |
Enables AI assistants to interact with the Worksection project management platf…
|
B 70 3⁄4 | ||||||||
| 28507 |
AI-powered observability platform for agents. Auto-discovers and recommends MCP…
|
B 70 3⁄4 | ||||||||
| 28508 |
MCP server for LobsterMail — gives AI agents email tools. Create inboxes, send …
|
B 70 3⁄4 | ||||||||
| 28509 |
Enables AI agents to retrieve real-time weather conditions and forecasts via Op…
|
B 70 3⁄4 | ||||||||
| 28510 |
Enables interaction with the South African PayFast payment gateway to manage tr…
|
B 70 3⁄4 | ||||||||
| 28511 |
Daily leaderboard of newly-launched AI tools with real launch dates and Stripe-…
|
B 70 2⁄5 | ||||||||
| 28512 |
Connects Claude to the Lever financial planning app, allowing users to fetch an…
|
B 70 3⁄4 | ||||||||
| 28513 |
Generates Word documents for comparison tables and specifications from structur…
|
B 70 3⁄4 | ||||||||
| 28514 |
standards-mcp
Claim
Transforms static coding standards into a queryable live data store for AI agen…
|
B 70 3⁄4 | ||||||||
| 28515 |
A lightweight Notion MCP server that minimizes token usage by returning Markdow…
|
B 70 3⁄4 | ||||||||
| 28516 |
VMware NSX security — Distributed Firewall policies/rules, Security Groups, Tra…
|
B 70 3⁄4 | ||||||||
| 28517 |
formfill-mcp
Claim
FormFill MCP — AI-powered web form automation. Fill out any online form by desc…
|
B 70 3⁄4 | ||||||||
| 28518 |
Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31…
|
B 70 3⁄4 | ||||||||
| 28519 |
An MCP server that exposes Feishu/Lark capabilities as function tools to MCP-co…
|
B 70 3⁄4 | ||||||||
| 28520 |
Provides access to the APIs.guru directory of 3,000+ OpenAPI specs and supports…
|
B 70 3⁄4 | ||||||||
| 28521 |
MusicBrainz MCP Server
Claim
Enables AI assistants to query the MusicBrainz music database for artists, albu…
|
B 70 3⁄4 | ||||||||
| 28522 |
An MCP server that enables seamless communication between ABAP systems and MCP …
|
B 70 3⁄4 | ||||||||
| 28523 |
Tunzaa MCP Server
Claim
Enables AI agents to integrate Tunzaa Payments by generating accurate boilerpla…
|
B 70 3⁄4 | ||||||||
| 28524 |
litopys
Claim
Persistent graph-based memory for AI agents, stored as plain markdown — no vect…
|
B 70 3⁄4 | ||||||||
| 28525 |
An MCP server for querying Grafana Loki directly with a discovery-first workflo…
|
B 70 3⁄4 | ||||||||
| 28526 |
arabimaak-gulf-arabic
Claim
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
|
B 70 3⁄4 | ||||||||
| 28527 |
Enables Claude Desktop and other MCP clients to list, read, export, and create …
|
B 70 3⁄4 | ||||||||
| 28528 |
A standalone MCP server for API debugging, login authentication, API configurat…
|
B 70 3⁄4 | ||||||||
| 28529 |
An MCP server that fetches and extracts Claude Design handoff bundles from URLs…
|
B 70 3⁄4 | ||||||||
| 28530 |
Schedule reminders for AI agents via email, webhook, Slack, Discord, Telegram, …
|
B 70 3⁄4 | ||||||||
| 28531 |
MCP server for APC Overnight. Book, label, track and cancel UK parcel shipments…
|
B 70 3⁄4 | ||||||||
| 28532 |
MCP server for TurboPentest — run AI-powered penetration tests and review findi…
|
B 70 3⁄4 | ||||||||
| 28533 |
mcp-shiplegal
Claim
Answer a few questions. Get clean, jurisdiction-aware privacy policies and term…
|
B 70 3⁄4 | ||||||||
| 28534 |
ar-mcp
Claim
Resolves AR-IDs, manifest hashes, and provenance trees from any MCP-compatible …
|
B 70 3⁄4 | ||||||||
| 28535 |
The first Model Context Protocol server for SellerCloud. Plug Claude into your …
|
B 70 3⁄4 | ||||||||
| 28536 |
An MCP server and WordPress plugin that enables AI assistants to manage Element…
|
B 70 3⁄4 | ||||||||
| 28537 |
Connects AI assistants to live CryptoPunks data for looking up individual punks…
|
B 70 3⁄4 | ||||||||
| 28538 |
A full-stack AI application implementing a Model Context Protocol server for re…
|
B 70 3⁄4 | ||||||||
| 28539 |
Prediction market intelligence for Kalshi, Polymarket, and Robinhood. 25 MCP to…
|
B 70 3⁄4 | ||||||||
| 28540 |
xendit-mcp
Claim
A read-only MCP server for securely accessing Xendit payment platform data. It …
|
B 70 3⁄4 | ||||||||
| 28541 |
Give your AI assistant access to the entire Pokémon universe
|
B 70 3⁄4 | ||||||||
| 28542 |
A Model Context Protocol server that enables LLMs to interact with the Lob.com …
|
B 70 3⁄4 | ||||||||
| 28543 |
Alternatives to well-known AI tools, with revenue verified through Stripe, neve…
|
B 70 2⁄5 | ||||||||
| 28544 |
Enables developers to find personalized open-source contributions by analyzing …
|
B 70 3⁄4 | ||||||||
| 28545 |
VMware NSX network management — Segments, Tier-0/Tier-1 Gateways, NAT rules, st…
|
B 70 3⁄4 | ||||||||
| 28546 |
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
|
B 70 3⁄4 | ||||||||
| 28547 |
Provides 50+ tools for comprehensive Algorand blockchain development including …
|
B 70 3⁄4 | ||||||||
| 28548 |
Enables interaction with Cisco NX-OS devices through CLI commands via NX-API. S…
|
B 70 3⁄4 | ||||||||
| 28549 |
Remote MCP server providing structured data APIs for Google (Search, Maps, Tren…
|
B 70 3⁄4 | ||||||||
| 28550 |
scamverify-mcp
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
B 70 3⁄4 | ||||||||