MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31801
tycana
Tycana Claim
Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
N/A N/A 95
31802
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
N/A N/A 95
31803
ezrabrilliant
staruml-mcp Claim
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
N/A N/A
31804
co-browser
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
81
31805
steiner385
A Model Context Protocol server that provides semantic understanding of codebas…
N/A N/A 95
31806
Erodenn
MarkScribe Claim
A convention-aware MCP server for managing markdown files with YAML schema vali…
N/A N/A
31807
jajuanx
Search Black-owned businesses in South Florida by category, neighborhood, or ne…
31808
gautamvarmadatla
MCP proxy adding security scanning, behavioral profiling, risk gating, and safe…
N/A N/A
31809
MCP-TOOLS-EDGE
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
31810
klei30
gmailmcp Claim
N/A N/A 95
31811
finsavvyai
PushCI Claim
AI-native, zero-config CI/CD. Detects 33 languages + 40 frameworks, generates p…
N/A N/A
31812
osama-ata
An MCP server for Primavera P6 XER files.
N/A N/A
31813
abasensei
Agent coordination protocol bridging A2A and MCP. Register, discover, and coord…
31814
agentmail-to
AgentMail Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
31815
dowant
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
N/A N/A
31816
axel-belfort
Regex testing API for AI agents. Test regex patterns against strings: get all m…
31817
AIWerk
OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool
N/A N/A
31818
1AQuantum
Provides AI assistants with advanced frontend debugging capabilities through 36…
N/A N/A 95
31819
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
31820
RickJoosten
im_builder Claim
N/A N/A
31821
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
31822
xiaobenyang-com
pdf-reader Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
N/A N/A 95
31823
day50-dev
InfiniteMCP Claim
A meta-MCP server that acts as a universal gateway, allowing users to discover …
N/A N/A
31824
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
31825
kodeyai
Detect and list form fields in any PDF. Fill forms with your data and receive t…
N/A N/A 95
31826
CSOAI-ORG
AI-powered meok governance engine MCP server for agents. Supports full governan…
N/A N/A
31827
MCP-Mirror
Provides specialized backup and restoration capabilities for AI agents and code…
N/A N/A 95
31828
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
31829
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
31830 N/A N/A 95
31831
duvomike
pjp-mcp Claim
Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
N/A N/A 95
31832
uxjulie-climate
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and…
31833
bryanhellard-tt41
daedalmap Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
31834
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
81
31835 N/A N/A
31836
rajkumaranbu07
cf-ai Claim
N/A N/A 95
31837
serkush
18 tools for US stock screeners, chart patterns, options flow signals and equit…
31838
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
81
31839
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
31840
nikos.workflow
demo Claim
N/A N/A 95
31841
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
31842
alexfleetcommander
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
31843
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
31844
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
N/A N/A 83
31845
chris
annas-mcp2 Claim
N/A N/A 95
31846
lekt9
Transform your HAR network requests into usable tools for MCPs
N/A N/A 95
31847
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
31848
Rengon0x
Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…
31849
zoomeye-ai
abc Claim
N/A N/A 95
31850
crunchtools
MCP Slack Claim
Secure read-only MCP server for Slack workspaces
N/A N/A
Showing 31801–31850 of 33449 servers
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