MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50851
revodatanl
Access your Databricks workspace through Claude and other LLMs. Query Unity Cat…
50852
SergioRico1
thrd Claim
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
N/A N/A 83
50853
nivaya
chron Claim
Timestamped audit log for every AI conversation — stored locally in SQLite, own…
N/A N/A
50854
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
50855
SidneyBissoli
Brazilian Federal Senate open data over MCP — 65 tools, 4 prompts, 5 resources.
50856
valuein
valuein.biz Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
50857
unipds-engenharia-de-ia-aplicada
A curated list of original projects built by students of the UNIPDS Software en…
N/A N/A
50858
john-walkoe
Provides access to USPTO enriched citation and office action citation APIs with…
50859
CSOAI-ORG
content-registry-mcp MCP server by MEOK AI Labs
N/A N/A
50860
haraldcb
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
81
50861
gtrotter13
thewardn-mcp Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
N/A N/A
50862
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
N/A N/A 95
50863
protae5544
ifieldsgood Claim
แผนการปรับแต่ง: ระบบอัตโนมัติในการกรอกแบบฟอร์ม PDF กรณีการใช้งานเป้าหมาย (6): การ…
N/A N/A 95
50864
trendsmcp
Provides news sentiment scores, media volume trends, and historical coverage da…
50865
sebafo
Enables interaction with Azure AI Agent Service by automatically discovering ag…
50866
jarrodcoulter
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
N/A N/A
50867
technoriver
chordsynth Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
N/A N/A 95
50868
DasDarki
PixelLabRat Claim
MCP server for generating style-consistent pixel art assets from PixelLab API, …
N/A N/A
50869
tandem
Tandem Docs Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
81
50870
aswego123
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
N/A N/A
50871
MCP-Mirror
Enables AI assistants to interact with and manage Google Cloud Platform resourc…
81
50872
undercurrentai
aegis Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
50873
Skyrxin
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and C…
N/A N/A
50874
stevysmith
Stacktree Claim
Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compat…
50875
amitds1997
Enables connecting to Amazon Redshift and executing SQL queries with read-only …
50876
lazymac2x
Cloudflare Workers MCP server: api-flow-analyzer
50877
Master0fFate
A session-scoped memory layer for LLMs that enables AI assistants to explicitly…
N/A N/A
50878
clauxel
A paid remote MCP for Equibles, built to return verdicts, receipts, usage logs,…
50879
ryan-m-bishop
docrag Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
N/A N/A
50880 N/A N/A 95
50881
gits5213
MCP server for end-to-end QA automation: generates test scenarios, discovers Pl…
N/A N/A
50882
qso
An MCP server that provides AI-powered image generation through Google Gemini m…
81
50883
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A 83
50884
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
81
50885
dannbleeker
Trello MCP Claim
A personal remote MCP server that lets Claude read and update Trello boards, wi…
N/A N/A
50886 N/A N/A 95
50887
shuji-bonji
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
50888
clearbluejar
pyghidra-mcp Claim
Exposes Ghidra reverse engineering capabilities via MCP, enabling LLMs and agen…
N/A N/A 95
50889
CSOAI-ORG
photography-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50890
everyai-com
distillory Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
N/A N/A
50891
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
50892
QA-Shivam
A simple MCP server that provides calculator tools for basic arithmetic operati…
50893
Sachin-Bhat
stela-mcp Claim
A Model Context Protocol server for secure local system operations, enabling sh…
N/A N/A
50894
youssof20
godot-mcp Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
N/A N/A
50895
CSOAI-ORG
agriculture-robotics-mcp MCP server by MEOK AI Labs
N/A N/A
50896
Timwal78
33 MCP tools: squeeze scanner, options flow, AI verdicts, signal marketplace. x…
50897
den-indance
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-…
N/A N/A
50898
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
50899
scopeblind
protect-mcp Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
N/A N/A 95
50900
bch1212
agenttrust Claim
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterpar…
N/A N/A
Showing 50851–50900 of 57160 servers