MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 9 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 501 |
Enables AI assistants to analyze and optimize PostgreSQL database performance b…
|
B 83 5⁄5 | ||||||||
| 502 |
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
|
B 83 5⁄4 | ||||||||
| 503 |
Query FEC campaign finance data — search candidates, track donations, analyze s…
|
B 83 5⁄5 | ||||||||
| 504 |
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
B 83 5⁄5 | ||||||||
| 505 |
The only general AI agent that does NOT requires extra API key, giving you full…
|
B 83 5⁄4 | ||||||||
| 506 |
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
|
B 83 5⁄4 | ||||||||
| 507 |
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama infere…
|
B 83 5⁄5 | ||||||||
| 508 |
Enables interaction with Figma files through intelligent API access, providing …
|
B 83 5⁄5 | ||||||||
| 509 |
An MCP server for managing Cloudron instances that enables monitoring and contr…
|
B 83 5⁄5 | ||||||||
| 510 |
Local-first MCP server for Originality.ai workflows, including AI detection, pl…
|
B 83 5⁄4 | ||||||||
| 511 |
Enables secure database operations on SQL Server instances through a three-tier…
|
B 83 5⁄5 | ||||||||
| 512 |
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite …
|
B 83 5⁄5 | ||||||||
| 513 |
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
|
B 83 5⁄5 | ||||||||
| 514 |
MCP server to read, inspect and troubleshoot codebase symbols
|
B 83 5⁄4 | ||||||||
| 515 |
Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitb…
|
B 83 5⁄4 | ||||||||
| 516 |
Access the OpenAlex academic research catalog — 270M+ publications.
|
B 83 6⁄6 | ||||||||
| 517 |
Governance gateway for AI agents — bounded, auditable, session-aware control wi…
|
B 83 5⁄4 | ||||||||
| 518 |
flashalpha
Claim
Real-time options analytics: GEX, exposure, greeks, volatility, VRP for US equi…
|
B 83 6⁄6 | ||||||||
| 519 |
A MCP(Model Context Protocol) server that accesses to Lightdash
|
B 83 5⁄5 | ||||||||
| 520 |
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
|
B 83 5⁄5 | ||||||||
| 521 |
Mexican legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 522 |
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
|
B 83 5⁄5 | ||||||||
| 523 |
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
|
B 83 6⁄6 | ||||||||
| 524 |
Roblox Studio MCP
Claim
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
|
B 83 5⁄5 | ||||||||
| 525 |
MCP server for Gong.io - access calls, transcripts, and users
|
B 83 5⁄4 | ||||||||
| 526 |
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
|
B 83 5⁄5 | ||||||||
| 527 |
Enables quality checking and content management for websites through the Crownp…
|
B 83 5⁄5 | ||||||||
| 528 |
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
|
B 83 5⁄5 | ||||||||
| 529 |
UK legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 530 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 531 |
Microsoft Learn MCP
Claim
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
|
B 83 6⁄6 | ||||||||
| 532 |
Helps developers tackle legacy codebases by giving AI coding assistants context…
|
B 83 5⁄4 | ||||||||
| 533 |
mcp-everything-search
Claim
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
|
B 83 4⁄4 | ||||||||
| 534 |
Calculator, units, statistics for AI agents
|
B 83 4⁄4 | ||||||||
| 535 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 536 |
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
|
B 83 4⁄4 | ||||||||
| 537 |
Get real-time buy/sell trading signals for US and China markets. Query strategy…
|
B 83 6⁄6 | ||||||||
| 538 |
tiger-cli
Claim
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP ser…
|
B 83 5⁄4 | ||||||||
| 539 |
Provides access to Old School RuneScape wiki information and game data through …
|
B 83 6⁄6 | ||||||||
| 540 |
MCP server bridging OpenGrok search engine with AI for instant context across m…
|
B 83 5⁄4 | ||||||||
| 541 |
Provides AI assistants with read-only access to inspect database schemas, previ…
|
B 83 5⁄5 | ||||||||
| 542 |
Turn any GraphQL API into MCP tools. Zero config, zero code.
|
B 82 5⁄5 | ||||||||
| 543 |
toolhive-studio
Claim
ToolHive is an application that allows you to install, manage and run MCP serve…
|
B 82 5⁄5 | ||||||||
| 544 |
|
B 82 5⁄4 | ||||||||
| 545 |
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
|
B 82 5⁄4 | ||||||||
| 546 |
Enables AI assistants to query and interact with Treasure Data through a secure…
|
B 82 5⁄5 | ||||||||
| 547 |
Provides real-time access to the Nerdearla conference agenda, enabling users to…
|
B 82 5⁄5 | ||||||||
| 548 |
Enables autonomous coding agents to escalate complex technical questions to Cha…
|
B 82 5⁄4 | ||||||||
| 549 |
Meta-MCP server that lets LLMs discover, install and orchestrate multiple MCP s…
|
B 82 5⁄5 | ||||||||
| 550 |
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
|
B 82 5⁄5 | ||||||||