MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48001
stephen
pubnub-mcp Claim
N/A N/A 95
48002
tazendor
Exposes the OPNsense REST API to AI clients, enabling natural language manageme…
48003
novadyne-hq
Ledger MCP Claim
Provides double-entry accounting for AI agents, allowing creation of a chart of…
48004
orbisapi
Browse, discover, and call 971 production APIs from Claude, Cursor, or Windsurf…
81
48005
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
48006
adelaidasofia
FastMCP server for surgical queries against a vault knowledge graph (NetworkX n…
N/A N/A
48007
slantis
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
48008
CSOAI-ORG
aml-ai-mcp Claim 1
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
N/A N/A 81
48009
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
48010
akhilkannur
Salestools Club is a technical registry and audit of 300+ sales APIs and MCP se…
48011
yojedesign
scorton-mcp Claim
MCP server for behavioral cybersecurity and AI risk scoring in financial workfl…
48012
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
N/A N/A 83
48013
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
48014
pipeworx-io
Provides access to the Library of Congress (loc.gov) data, enabling AI agents t…
48015
ccollicutt
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
N/A N/A
48016
tumourlove
Indexes Unreal Engine source code into a local database, providing AI coding as…
N/A N/A
48017
Helpmepeet
Enables AI to read MyCourseVille data locally, including assignments, deadlines…
N/A N/A
48018
sakupi01
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
48019
tropicalia-ai
Enables searching documents in a Tropicalia project using hybrid, neural, or ke…
N/A N/A 95
48020
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
48021
pipeworx-io
mcp-quotes Claim
Enables users to retrieve citation-grade quotes from public-domain authors thro…
48022
Pratik-911
Enables interaction with the Rezoomex API for project management and user story…
81
48023
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
48024
pplferreira
JokesMCP Claim
MCP server that delivers jokes upon request, adapting to user humor preferences…
48025
coreyolson
pullboard Claim
Coordination board for AI agents: atomic claims, no self-verification, independ…
48026
laszlopere
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
81
48027
adam-hanna
Provides semantic code search over codebases using local embeddings with natura…
N/A N/A
48028
Eynor-K
Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…
N/A N/A
48029
nidamen
super-mcp Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
48030
ethos-zero
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
N/A N/A
48031
Dithilli
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
N/A N/A
48032
timon-strauss
Enables Claude to read, create, and edit a single pre-bound PowerPoint file via…
N/A N/A
48033
sinisterace
Enables Salesforce Agentforce agents to find compatible replacement batteries, …
48034
pipeworx-io
Enables querying and searching King County Open Data datasets via Socrata SoQL,…
48035
PowePow
Live service status, active incidents, search, and outage history from Downtest…
48036
omaree14
Enables running MCP tools remotely on Cloudflare Workers with OAuth login. Supp…
N/A N/A
48037
coffeenmusic
altium-mcp Claim
Use Claude to control or ask questions about your Altium project.
N/A N/A
48038
mezotv
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
48039
martinimarcello00
Enables exploration of Kubernetes metrics, logs, traces, and service graph data…
N/A N/A
48040
CSOAI-ORG
personal-finance-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48041
andyleimc-source
mdymcp Claim
Unified MCP server for Mingdao platform, providing 98 tools for collaboration A…
N/A N/A
48042 N/A N/A 95
48043
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
48044
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
48045
xiaoxiaoxiaotao
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
48046
Lumeo-sd
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
48047
lehre-labs
Auto-discovers llms.txt documentation from project dependencies and exposes it …
N/A N/A
48048
christian-beep383
CarryFeed Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
N/A N/A
48049
dmoka
catalog Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
48050
Rukhsar24081998
Integrates with Google Docs and Gmail for AI-driven document editing and email …
N/A N/A
Showing 48001–48050 of 67226 servers
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