MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33851
haraldcb
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
81
33852
liatdavid2
AI-powered fraud detection and investigation platform that exposes tools for qu…
N/A N/A
33853
zach-eikenberry
Free, deterministic 530A (Trump Account) projections, verified rules, and searc…
33854
pdrago97
lueders Claim
N/A N/A 95
33855
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
N/A N/A
33856
clchinkc
story-mcp Claim
Enables writers and researchers to manage large Markdown documents with AI-powe…
33857
igembitsky
vibeops Claim
Enables agents to read and drive a local-first Kanban board for issue tracking,…
N/A N/A
33858
uchimanajet7
Lightweight MCP server using OpenAI Responses API with built-in web search, ena…
33859
uptycslabs
Enables AI-powered security investigation and threat analysis by connecting MCP…
N/A N/A
33860
toms74209200
mcp-maxima Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
33861
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
N/A N/A
33862
ivantichy
A zero-dependency local proxy that provides a stable, headless connection to a …
N/A N/A
33863
one710
A pluggable vector memory server for semantic search and long-term memory, with…
33864
PaulaRecaj
MCP server for Langfuse Prompt Management that enables listing and retrieving L…
33865
lvncer
VRMCP Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
N/A N/A
33866
brentgilmore
Superforms Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
33867
shiz81463
BlenderMCP Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
N/A N/A
33868
spm1001
An MCP server that enables LLMs to search, fetch, and act on Google Workspace (…
N/A N/A
33869
riya404
jira_just_ai Claim
N/A N/A 95
33870
junter1989k-ai
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
33871
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
33872
raihalea
esp-idf-docs Claim
Enables searching and reading ESP-IDF documentation online, with support for mu…
33873
Sqcows
forgejo-mcp Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
33874
facundozupel
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
N/A N/A
33875
mcpflow
ntropy-mcp Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
33876
ahelme
Enables browser automation (navigate, screenshot, click, type, etc.) for Claude…
N/A N/A
33877
tqmvt
Manages user data with resources, tools, and prompts for CRUD operations on a J…
N/A N/A
33878
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
N/A N/A 81
33879
KannanSudhakaran
Enables querying Chess.com player profiles and stats using the Chess.com API.
33880
mikeysrecipes
Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
33881
jeb-scarbrough
ironscout Claim
Read-only ammo pricing: offer search, caliber market snapshots, retailer direct…
33882
marcojourney
A local MCP server that provides controlled repository access with policy-based…
N/A N/A
33883
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
33884
hyperwhisper-app
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
N/A N/A
33885
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
N/A N/A
33886
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
33887
jeremysykes
Provides two MCP servers: Variant Authority for managing component variant mani…
N/A N/A
33888
dev-7bd0
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
33889
vbhjckfd
lad-lviv-ua Claim
Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, …
33890
nbkhoi
Sutta MCP Claim
Connects Claude with SuttaCentral to answer Buddhist questions with scriptural …
33891
runFleets
fe Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
33892
fastmcp-me
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
N/A N/A
33893
soumyacodes007
Enables AI agents to control a Minecraft bot for movement, building, crafting, …
N/A N/A
33894
puelpan
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
33895
HelpToSave
mcp-eureka Claim
MCP server that provides access to Polish individual tax interpretations (KIS) …
N/A N/A
33896
proofsh
Bridges Granola.ai meeting intelligence with Claude Desktop, enabling natural l…
N/A N/A
33897
baoduy
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
33898
IvanTereshin
yougile-mcp Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
33899
dicoy
An MCP server that gives Claude a full HTTP client — make requests, compare env…
N/A N/A
33900
homareyoshizaki
Ganty MCP Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
Showing 33851–33900 of 64728 servers
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