MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34951
Aminetwiti
mcpgrowcrm1 Claim
N/A N/A 95
34952
IsakRizell
scb-mcp Claim
Enables querying Statistics Sweden's statistical database via tools like naviga…
34953
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
34954
AustinMunday
Collective episodic memory for AI coding agents — search, deposit, comment, sho…
N/A N/A
34955
cyanheads
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
34956
agenttown
Agent-Town Claim
A neutral verification court for AI tools that ranks MCP servers by executing t…
34957
Racimy
iMail-mcp Claim
Retrieve Mail from icloud
N/A N/A 95
34958
KehengZhu
SWMF MCP Server enables AI agents to work with the Space Weather Modeling Frame…
N/A N/A
34959
girlmoony
Trend Radar Claim
An MCP server that fetches live trends from X, Google News, GitHub, and Hugging…
34960
jaejin0me
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
N/A N/A 95
34961
pipeworx-io
Genius Claim
Genius MCP — songs, artists, annotations metadata
34962
Hormonaly-ai
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
34963
Doucs91
hivelore Claim
Deterministic gate: blocks any commit whose diff reintroduces a documented team…
N/A N/A
34964
kbarbel640-del
trinitas-mcp Claim
Enables context-aware memory and multi-model orchestration through tools for st…
N/A N/A
34965
TingyuJiang
Integrates Interactive Brokers and TradeStation APIs for portfolio management, …
34966
kanishkvardan
metaagent Claim
N/A N/A 95
34967
apiotrowski-afk
ktzr-memory Claim
Persistent memory server for AI assistants that stores notes with categories an…
34968
JackRiebel
Enables management of Cisco Identity Services Engine (ISE) resources through th…
N/A N/A 95
34969
MamunCrafts
A Model Context Protocol (MCP) server that provides statistical analysis tools …
N/A N/A
34970
CSOAI-ORG
diff-ai-mcp Claim
diff-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34971
mattransmith-cmyk
trades Claim
Stock trades of U.S. Congress & executive-branch officials, with conflict flags…
34972
xhuw
An MCP server for spawning and managing bash commands asynchronously. Run multi…
N/A N/A
34973
gwizards
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
34974
CSOAI-ORG
MCP Spec Compliance MCP — audits any MCP server.json against the official Model…
34975
CSOAI-ORG
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34976
serkanyasr
Enables advanced RAG with knowledge graphs, supporting document ingestion, mult…
81
34977
godson
godson_123 Claim
N/A N/A 95
34978
CE-RISE-software
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
N/A N/A
34979
blimyj
mssql-mcp Claim
A read-only MCP server for Microsoft SQL Server that allows running SELECT quer…
34980
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
N/A N/A
34981
rupeelab17
pymdu Claim
Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analys…
N/A N/A
34982
atomadictech
Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/…
34983
GRAMMAC1
error2fix Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
N/A N/A
34984
eltociear
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
N/A N/A
34985
consetto
calmcp Claim
A read-only MCP server that bridges AI assistants to SAP Cloud ALM, exposing re…
N/A N/A
34986
pinecreeklabs
Collector-car auction history, live listings, bid trails, and market statistics…
34987
cesarliws
dext Claim
Dext - Modern Full Stack Framework for Delphi
N/A N/A PA
34988
pipeworx-io
mcp-vat Claim
Validates VAT number formats for EU, UK, Switzerland, and Norway.
34989
1102tools-dev
USASpending.gov awards, subawards, recipients, agencies, and federal accounts. …
N/A N/A
34990
OzBlumenfeld
A FastMCP server that exposes tools for news aggregation, financial market data…
34991
adam-messinger
cashflow Claim
Personal finance ledger for AI agents — query spending, track bills, forecast c…
34992
twhetzel
Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoin…
34993
iflow-mcp
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
N/A N/A
34994
elvismusli
Find, inspect and install reviewed reusable AI-agent capabilities from superski…
34995
pipeworx-io
mcp-gdacs Claim
Enables querying global disaster alerts from GDACS including earthquakes, tropi…
34996
achatainga
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
N/A N/A
34997
johnmives
Provides 17 developer utility tools for AI agents, including free tools like JS…
N/A N/A 95
34998
Osyanne
Read, analyze, create, and edit ProjectLibre project files (.pod/.xml) from Cla…
N/A N/A
34999
salahawad
An MCP server that gives Claude Code and Codex full control of a personal Outlo…
N/A N/A
35000
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
81
Showing 34951–35000 of 67181 servers
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