MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58801
Thefrizzy1
A self-hosted MCP server for homelabs with ~193 tools covering media, home auto…
N/A N/A
58802
andyliszewski
grounding-ai Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
N/A N/A
58803
UsmanHWU
Provides tools for generating, quality-controlling, and exporting relative perm…
58804
ranahaani
gnews-agent Claim
A persistent news intelligence MCP server that enables AI agents to fetch, stor…
58805
taimoorahmed91
Enables AI assistants to answer questions about and log a user's FitTrack fitne…
58806
pipeworx-io
Enables searching and querying Lake County, Illinois open geospatial data (parc…
58807
Illuminati-Networks
Enables managing Illuminati Networks CDN zones, object storage, and account (in…
58808
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
58809
simiancraft
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
58810
sanjibani
hawksoft-mcp Claim
Enables natural language interaction with HawkSoft insurance agency management …
58811
justice8096
Provides tools to read, write, search, and manage notes in an Obsidian vault vi…
N/A N/A
58812
CyranoB
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
N/A N/A 95
58813
pipeworx-io
Access Paris Open Data (opendata.paris.fr) to search, explore, and query datase…
58814
uuina
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
N/A N/A
58815
phelps-matthew
Enables Claude to access and search a local Zotero library by querying metadata…
N/A N/A 95
58816
rishabhsfdc
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
N/A N/A
58817
LeonMare
vozclara Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
58818
shikato
mcp-instana Claim
Enables seamless interaction with the IBM Instana observability platform, allow…
N/A N/A
58819
motola10
A server that exposes Jira Cloud operations as MCP tools, enabling programmatic…
58820
ariburaco
A Model Context Protocol server that provides semantic search and intelligent a…
N/A N/A
58821
artryazanov
MCP server that fetches raw HTML content from a given URL to provide web contex…
58822
Kevinx702
agentcite Claim
Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, n…
N/A N/A
58823
pipeworx-io
France Economy & Finance Open Data MCP server providing tools to search dataset…
58824
baanish
A minimal MCP server that exposes web search via Synthetic's API, providing a s…
N/A N/A
58825
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
58826
robbienorris
munimind-mcp Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
N/A N/A 83
58827
matpb
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
58828
mathomhaus
guild Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
N/A N/A
58829
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
81
58830
JacobJandon
OnionClaw Claim
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, …
N/A N/A
58831
kharpreet007
Enables AI tools to append content to Google Docs and create Gmail drafts with …
N/A N/A
58832
YoshiaKefasu
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
N/A N/A
58833
astro-tools
Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane …
N/A N/A
58834
wishsoul
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
N/A N/A
58835
shreyashf80
Enables appending structured content to Google Docs and creating Gmail drafts t…
N/A N/A
58836
markswendsen-code
MCP server for automating Poshmark fashion resale marketplace using Playwright …
N/A N/A
58837
nyalamrithwik-oss
Provides real-time weather data, forecasts, alerts, and location comparisons vi…
N/A N/A
58838
cablate
Enables AI agents to store and recall persistent long-term memories across sess…
N/A N/A
58839
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
58840
hrandhawa02
squad_up Claim
Create events, add invitees, manage potlucks and carpools via natural language.
N/A N/A 95
58841
Osmansiddiquer
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
N/A N/A
58842
ezedinff
Enables interaction with Neo4j databases from the Cursor IDE by executing Cyphe…
N/A N/A
58843
mambalabsdev
Detects a company CRM, sequencer, and marketing automation from its public webs…
N/A N/A
58844
bsparks
Provides weather data tools using the WeatherAPI.com service, including current…
N/A N/A
58845
frothkoetter
Enables management of Apache Ranger access policies, masking, tag-based policie…
58846
Moe03
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
N/A N/A
58847
iPAYX-Technologies
mcp-fx-audit Claim
FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FI…
58848
clickmediapropy
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
81
58849
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
58850
john-walks-slow
Free web search for your AI using public SearXNG instances, with parallel multi…
N/A N/A
Showing 58801–58850 of 59042 servers