MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32551
Lukeknow0
Enables AI agents to interact with the Casper blockchain through MCP tools for …
32552
NikkeTryHard
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
N/A N/A
32553
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
32554
thejusdutt
Performs comprehensive web searches by combining Google search with advanced co…
32555
Miooooooo
Supports querying and downloading MGnify genome data and performing KEGG functi…
32556
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
N/A N/A
32557
Motasaith
Enables image upscaling, face enhancement, and background removal via public im…
N/A N/A
32558
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
81
32559
florinel-chis
gomag-mcp Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
32560
2captcha
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
N/A N/A
32561
pavex
Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compati…
32562
bagasta
A production-ready MCP server with demo tools (calculator, web search, web fetc…
32563
bolin8017
gmap Claim
Enables resolving places from URLs or text, confirming candidates, and saving t…
N/A N/A
32564
JEFF7712
nix-agent Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
N/A N/A
32565
2799662352
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
N/A N/A
32566
alexthotse
Enables intelligent task management, multi-agent workflows, and cross-IDE proje…
32567
ThomasMortell
claude-sync Claim
Cross-machine context sharing MCP server for Claude Code, enabling shared memor…
N/A N/A
32568
michellelandon
A deliberately broken calculator MCP server that always returns double the corr…
N/A N/A
32569
vtxf
Aggregates multiple MCP services into a single unified interface with self-conf…
32570
granolacowboy
A deterministic MCP server for legal intake triage that provides practice-area …
N/A N/A
32571
floriankimmel
Enables AI assistants to access and analyze health metrics from Runalyze, inclu…
32572
stevengonsalvez
todoist Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
N/A N/A
32573
darkiceinteractive
Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage …
N/A N/A
32574
ringo380
A Model Context Protocol server that wraps the Namecheap API, enabling AI assis…
32575 N/A N/A 95
32576
InquiryInstitute
imscc-mcp Claim 1
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
N/A N/A 95
32577
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
81
32578
cggazca
A well-documented MCP server that exposes a local SQLite catalog of public-doma…
N/A N/A
32579
ryu-727
An MCP server that provides comprehensive access to Salesforce Tooling API for …
32580
paean-ai
Enables AI agents to send and receive USDC stablecoin payments on Base and Sola…
32581
DeamonDev888
This MCP server enables remote control and management of Claude Code agents, al…
N/A N/A
32582
m4cd4r4
mcpwrap Claim
MCP server that wraps any REST API with an OpenAPI spec, dynamically creating M…
N/A N/A
32583
staruml
Enables creating diagrams or generating code from diagrams in StarUML via promp…
N/A N/A
32584
valentinludu
oblio-mcp Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
32585
prime-radiant-inc
streamlinear Claim
A lightweight MCP server that enables Claude to interact with Linear via a sing…
81
32586
jayeshchowdary
Enables comprehensive interaction with Google Sheets and Google Drive through O…
81
32587
Ham12-3
A TradingView-style market research and charting MCP server that provides tools…
32588
tommypj
readable-mcp Claim
Converts any URL into clean, LLM-ready Markdown, text, or HTML with production-…
32589
Xenodocs
Fetches up-to-date, version-specific documentation and code examples for any li…
32590
sint-ai
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
32591
MihaiBuilds
Memory Vault Claim
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hoste…
N/A N/A
32592
nafwa03
specopt-mcp Claim
Enables prompt and code optimization using DSPy and MCP, with tools for optimiz…
N/A N/A
32593
CSOAI-ORG
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
32594
dwin-gharibi
A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools…
32595
iamsocool24
dbt-core-mcp Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
N/A N/A
32596
slicequeue
Provides tools to search Korean food nutrition data from the Ministry of Food a…
32597
decixa-mcp Claim 1
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
N/A N/A 81
32598
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
32599
jiridudekusy
An MCP server that lets AI assistants propose sending Signal messages, but noth…
32600
ChrisGVE
Gives LLM agents access to local and remote data via databases, files, graphs, …
N/A N/A
Showing 32551–32600 of 62098 servers
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