MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 2 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23451 |
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
|
C 62 3⁄4 | ||||||||
| 23452 |
Provides tools for AI agent persona management, safety verification, and effici…
|
C 62 3⁄4 | ||||||||
| 23453 |
Enables searching, retrieving, and reading academic papers from arXiv while ana…
|
C 62 3⁄4 | ||||||||
| 23454 |
An MCP server for managing Google Calendar and Tasks with energy-aware scheduli…
|
C 62 3⁄4 | ||||||||
| 23455 |
FlowStepMCP
Claim
Complete Model Context Protocol (MCP) server designed to facilitate seamless in…
|
C 61 3⁄4 | ||||||||
| 23456 |
Enables comprehensive management of Railway infrastructure, including projects,…
|
C 61 3⁄4 | ||||||||
| 23457 |
CIB Seven MCP Server
Claim
Enables investigation and diagnosis of CIB Seven BPM process instances through …
|
C 61 3⁄4 | ||||||||
| 23458 |
MCP server for understanding Javascript internals from ECMAScript specification.
|
C 61 3⁄4 | ||||||||
| 23459 |
An MCP server for the Hotmart digital products platform that enables management…
|
C 61 3⁄4 | ||||||||
| 23460 |
An MCP server that converts Postman API requests into executable tools for LLMs…
|
C 61 3⁄4 | ||||||||
| 23461 |
Search companies, enrich contacts, and reveal emails and phones from your AI ag…
|
C 61 4⁄5 | ||||||||
| 23462 |
MCP server for StarSinger AI music catalog — search, stream & browse AI-generat…
|
C 61 3⁄4 | ||||||||
| 23463 |
A read-only MCP server that provides access to financial news, Wall Street Bets…
|
C 61 3⁄4 | ||||||||
| 23464 |
MCP server for Financial Modeling Prep API with 250+ financial data tools
|
C 61 4⁄5 | ||||||||
| 23465 |
Connect engineering metrics, DORA performance, deploy risk scoring, and PR heal…
|
C 61 3⁄4 | ||||||||
| 23466 |
A multi-model agent swarm coordinator that automatically selects the most suita…
|
C 61 3⁄4 | ||||||||
| 23467 |
langfuse-mcp-java
Claim
Query Langfuse traces, debug exceptions, analyze sessions, scores, datasets, sc…
|
C 61 3⁄4 | ||||||||
| 23468 |
A template for building MCP servers that supports both HTTP transport with Bear…
|
C 61 3⁄4 | ||||||||
| 23469 |
Provides financial data from Financial Modeling Prep for AI-assisted investment…
|
C 60 3⁄4 | ||||||||
| 23470 |
focus_mcp_data
Claim
The intelligent data query plugin under DataFocus that supports multi-round con…
|
C 60 3⁄4 | ||||||||
| 23471 |
focus_mcp_sql
Claim
A NL2SQL plugin based on FocusSearch keyword parsing, offering greater accuracy…
|
C 60 3⁄4 | ||||||||
| 23472 |
Browser-based QA for AI-built software. Test pages with real browsers via agent…
|
C 60 2⁄5 | ||||||||
| 23473 |
XML Documents MCP Server by CData
|
C 60 3⁄4 | ||||||||
| 23474 |
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
|
C 60 3⁄4 | ||||||||
| 23475 |
An extended PostgreSQL management and analysis server that provides database pr…
|
C 60 3⁄4 | ||||||||
| 23476 |
NetContextServer
Claim
NetContextServer empowers AI coding assistants like Cursor AI to deeply underst…
|
C 60 3⁄4 | ||||||||
| 23477 |
Extract product mentions from podcast transcripts with affiliate signals. Free …
|
C 60 3⁄4 | ||||||||
| 23478 |
9 tools, Lightning-gated. Pay per call.
For agents that need verifiable signed …
|
C 60 3⁄4 | ||||||||
| 23479 |
Persistent AI entity framework with causal memory, emotional state, and identit…
|
C 60 3⁄5 | ||||||||
| 23480 |
Enables personal workflow management by turning Notion into a task and knowledg…
|
C 60 3⁄4 | ||||||||
| 23481 |
AuthWeaver MCP
Claim
Extracts prior-authorization evidence from synthetic FHIR data to create struct…
|
C 60 3⁄4 | ||||||||
| 23482 |
Self-custody AI agent wallets with passkeys, gasless transactions & programmabl…
|
C 60 3⁄4 | ||||||||
| 23483 |
Enables comprehensive management of Vast.ai GPU cloud instances, including sear…
|
C 60 3⁄4 | ||||||||
| 23484 |
An MCP server that provides AI assistants with full access to Todoist tasks, pr…
|
C 59 3⁄4 | ||||||||
| 23485 |
Submarket-level US residential rental intelligence for AI agents. Search, compa…
|
C 59 3⁄4 | ||||||||
| 23486 |
An MCP server providing 63 tools to interact with Redmine instances, covering i…
|
C 59 3⁄4 | ||||||||
| 23487 |
mcp-server-gemini-bridge
Claim
Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.
|
C 59 3⁄4 | ||||||||
| 23488 |
Turn your Spring Boot application into an MCP server instantly by reusing exist…
|
C 59 3⁄4 | ||||||||
| 23489 |
An MCP server that provides direct access to PubMed and PubMed Central via the …
|
C 59 3⁄4 | ||||||||
| 23490 |
mcp-mifosx
Claim
A core banking integration for managing clients, loans, savings, shares, financ…
|
C 59 3⁄4 | ||||||||
| 23491 |
Elasticsearch MCP Server
Claim
Elasticsearch MCP Server
|
C 59 3⁄4 | ||||||||
| 23492 |
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and …
|
C 59 3⁄4 | ||||||||
| 23493 |
Bitbucket MCP Server
Claim
Enables LLMs to interact with Bitbucket repositories, primarily focusing on ret…
|
C 59 3⁄4 | ||||||||
| 23494 |
556-tool MCP server giving AI agents full access to the FutureSense business pl…
|
C 59 3⁄4 | ||||||||
| 23495 |
Real-time prediction market consensus data for AI agents
|
C 59 3⁄4 | ||||||||
| 23496 |
mcp-server-openai-bridge
Claim
Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.
|
C 59 3⁄4 | ||||||||
| 23497 |
An MCP server for Boulevard salon and spa operations that monitors shift utiliz…
|
C 59 3⁄4 | ||||||||
| 23498 |
This read-only MCP Server allows you to connect to MarkLogic data from Claude D…
|
C 59 3⁄4 | ||||||||
| 23499 |
WikiJS MCP Server
Claim
Enables comprehensive management of WikiJS instances through tools for searchin…
|
C 59 3⁄4 | ||||||||
| 23500 |
Provide information about the games you played and how long you played them for…
|
C 59 3⁄4 | ||||||||