MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26651 |
webclaw
Claim
Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extr…
|
B 70 3⁄4 | ||||||||
| 26652 |
A lightweight Notion MCP server that minimizes token usage by returning Markdow…
|
B 70 3⁄4 | ||||||||
| 26653 |
Provides access to Catalonia's statistical data via the IDESCAT Tables API v2. …
|
B 70 3⁄4 | ||||||||
| 26654 |
A public demo of a personal-context MCP server that exposes six typed contexts …
|
B 70 3⁄4 | ||||||||
| 26655 |
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
|
B 70 3⁄4 | ||||||||
| 26656 |
A production-grade MCP server that enables AI assistants like Claude to read Et…
|
B 70 3⁄4 | ||||||||
| 26657 |
Enables management of n8n workflows directly within LLMs through the Model Cont…
|
B 70 3⁄4 | ||||||||
| 26658 |
mcp-server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
|
B 70 3⁄4 | ||||||||
| 26659 |
A Model Context Protocol server that enables LLMs to interact with the Lob.com …
|
B 70 3⁄4 | ||||||||
| 26660 |
Connects AI assistants to live CryptoPunks data for looking up individual punks…
|
B 70 3⁄4 | ||||||||
| 26661 |
Enables interaction with the South African PayFast payment gateway to manage tr…
|
B 70 3⁄4 | ||||||||
| 26662 |
An MCP server for AddressPenny address validation that enables users to validat…
|
B 70 3⁄4 | ||||||||
| 26663 |
Enables management of Azure DevOps work items including Epics, Features, User S…
|
B 70 3⁄4 | ||||||||
| 26664 |
Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31…
|
B 70 3⁄4 | ||||||||
| 26665 |
Connects Claude to the Lever financial planning app, allowing users to fetch an…
|
B 70 3⁄4 | ||||||||
| 26666 |
Enables interaction with Cisco NX-OS devices through CLI commands via NX-API. S…
|
B 70 3⁄4 | ||||||||
| 26667 |
Prediction market intelligence for Kalshi, Polymarket, and Robinhood. 25 MCP to…
|
B 70 3⁄4 | ||||||||
| 26668 |
eskomsepush-mcp
Claim
Provides real-time South African load shedding data through the EskomSePush API…
|
B 70 3⁄4 | ||||||||
| 26669 |
Enables AI agents to retrieve real-time weather conditions and forecasts via Op…
|
B 70 3⁄4 | ||||||||
| 26670 |
litopys
Claim
Persistent graph-based memory for AI agents, stored as plain markdown — no vect…
|
B 70 3⁄4 | ||||||||
| 26671 |
A standalone MCP server for API debugging, login authentication, API configurat…
|
B 70 3⁄4 | ||||||||
| 26672 |
Solana memecoin intelligence: KOL trades, deployer reputation, token & wallet s…
|
B 70 3⁄4 | ||||||||
| 26673 |
arabimaak-gulf-arabic
Claim
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
|
B 70 3⁄4 | ||||||||
| 26674 |
xendit-mcp
Claim
A read-only MCP server for securely accessing Xendit payment platform data. It …
|
B 70 3⁄4 | ||||||||
| 26675 |
MCP server for APC Overnight. Book, label, track and cancel UK parcel shipments…
|
B 70 3⁄4 | ||||||||
| 26676 |
scamverify-mcp
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
B 70 3⁄4 | ||||||||
| 26677 |
Generates Word documents for comparison tables and specifications from structur…
|
B 70 3⁄4 | ||||||||
| 26678 |
Provides tools for web content extraction, search, embeddings, reranking, and i…
|
B 70 3⁄4 | ||||||||
| 26679 |
Provides access to the APIs.guru directory of 3,000+ OpenAPI specs and supports…
|
B 70 3⁄4 | ||||||||
| 26680 |
mcp-shiplegal
Claim
Answer a few questions. Get clean, jurisdiction-aware privacy policies and term…
|
B 70 3⁄4 | ||||||||
| 26681 |
MCP server for TurboPentest — run AI-powered penetration tests and review findi…
|
B 70 3⁄4 | ||||||||
| 26682 |
An MCP server for querying Grafana Loki directly with a discovery-first workflo…
|
B 70 3⁄4 | ||||||||
| 26683 |
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
|
B 70 3⁄4 | ||||||||
| 26684 |
MCP server providing AI assistants access to Polish public registries (KRS, CEI…
|
B 70 3⁄4 | ||||||||
| 26685 |
MCP server for LobsterMail — gives AI agents email tools. Create inboxes, send …
|
B 70 3⁄4 | ||||||||
| 26686 |
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
|
B 70 3⁄4 | ||||||||
| 26687 |
An MCP server that exposes Feishu/Lark capabilities as function tools to MCP-co…
|
B 70 3⁄4 | ||||||||
| 26688 |
capsule-mcp-server
Claim
Capsule MCP server gives your AI agent the ability to safely run untrusted Pyth…
|
B 70 3⁄4 | ||||||||
| 26689 |
ar-mcp
Claim
Resolves AR-IDs, manifest hashes, and provenance trees from any MCP-compatible …
|
B 70 3⁄4 | ||||||||
| 26690 |
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
|
B 70 3⁄4 | ||||||||
| 26691 |
MusicBrainz MCP Server
Claim
Enables AI assistants to query the MusicBrainz music database for artists, albu…
|
B 70 3⁄4 | ||||||||
| 26692 |
A secure Model Context Protocol server providing HTTP endpoints for AI agent to…
|
B 70 3⁄4 | ||||||||
| 26693 |
A Model Context Protocol (MCP) server that provides access to EVE University Wi…
|
B 70 3⁄4 | ||||||||
| 26694 |
Shortlist MCP Server
Claim
Enables users to search for jobs, prefill applications using AI, and automate s…
|
C 69 3⁄4 | ||||||||
| 26695 |
Connects Claude to self-hosted Vikunja instances for conversational task and pr…
|
C 69 3⁄4 | ||||||||
| 26696 |
Server for SonarQube
Give AI assistants direct access to your code quality, sec…
|
C 69 3⁄4 | ||||||||
| 26697 |
Provides secure access to Trading 212 Public API through MCP, enabling Claude D…
|
C 69 3⁄4 | ||||||||
| 26698 |
grok-quorum-mcp
Claim
Enables Claude to query Grok as a peer for collaborative reasoning, code review…
|
C 69 3⁄4 | ||||||||
| 26699 |
Exposes AgentShield security scanning tools to protect AI clients by detecting …
|
C 69 3⁄4 | ||||||||
| 26700 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 69 3⁄4 | ||||||||