Every MCP server in the official registry that has something to show: 59 357 in total, of which 33 439 answered our last handshake and 7 058 are listed as active but do not respond. Sorted by uptime, real installs and the number of tools each one exposes — not by date added.
New to this? What an MCP server is, and what all 59 357 of them expose — written from our own handshakes, not from the specification.
33 439 answering 19 400 with real installs 462 104 tools indexed
G-code MCP: 20 real tools to read, check, lint, scaffold, build and run G-code code.
Game Maker Language MCP: real tools for real work.
GAML MCP: 20 real tools to read, check, lint, scaffold, build and run GAML code.
GAMS MCP: 20 real tools to read, check, lint, scaffold, build and run GAMS code.
GAP MCP: 20 real tools to read, check, lint, scaffold, build and run GAP code.
GAS MCP: 20 real tools to read, check, lint, scaffold, build and run GAS code.
GCC Machine Description MCP: real tools for real work.
GDB MCP: 20 real tools to read, check, lint, scaffold, build and run GDB code.
GDScript MCP: 20 real tools to read, check, lint, scaffold, build and run GDScript code.
GDShader MCP: 20 real tools to read, check, lint, scaffold, build and run GDShader code.
Genero 4gl MCP: 20 real tools to read, check, lint, scaffold, build and run Genero 4gl code.
Genie MCP: 20 real tools to read, check, lint, scaffold, build and run Genie code.
Genshi MCP: 20 real tools to read, check, lint, scaffold, build and run Genshi code.
Gentoo Ebuild MCP: 20 real tools to read, check, lint, scaffold, build and run Gentoo Ebuild code.
Gentoo Eclass MCP: 20 real tools to read, check, lint, scaffold, build and run Gentoo Eclass code.
Gherkin MCP: 20 real tools to read, check, lint, scaffold, build and run Gherkin code.
Gleam MCP: 20 real tools to read, check, lint, scaffold, build and run Gleam code.
Glimmer JS MCP: 20 real tools to read, check, lint, scaffold, build and run Glimmer JS code.
Glimmer TS MCP: 20 real tools to read, check, lint, scaffold, build and run Glimmer TS code.
GLSL MCP: 20 real tools to read, check, lint, scaffold, build and run GLSL code.
Glyph MCP: 20 real tools to read, check, lint, scaffold, build and run Glyph code.
GN MCP: 20 real tools to read, check, lint, scaffold, build and run GN code.
Gno MCP: 20 real tools to read, check, lint, scaffold, build and run Gno code.
Gnuplot MCP: 20 real tools to read, check, lint, scaffold, build and run Gnuplot code.
Go MCP: 20 real tools to read, check, lint, scaffold, build and run Go code.
Golo MCP: 20 real tools to read, check, lint, scaffold, build and run Golo code.
Gosu MCP: 20 real tools to read, check, lint, scaffold, build and run Gosu code.
Grace MCP: 20 real tools to read, check, lint, scaffold, build and run Grace code.
Grain MCP: 20 real tools to read, check, lint, scaffold, build and run Grain code.
Grammatical Framework MCP: real tools for real work.
GraphQL MCP: 20 real tools to read, check, lint, scaffold, build and run GraphQL code.
Groovy MCP: 20 real tools to read, check, lint, scaffold, build and run Groovy code.
Groovy Server Pages MCP: real tools for real work.
GSC MCP: 20 real tools to read, check, lint, scaffold, build and run GSC code.
GYP MCP: 20 real tools to read, check, lint, scaffold, build and run GYP code.
Hack MCP: 20 real tools to read, check, lint, scaffold, build and run Hack code.
Harbour MCP: 20 real tools to read, check, lint, scaffold, build and run Harbour code.
Hare MCP: 20 real tools to read, check, lint, scaffold, build and run Hare code.
Haskell MCP: 20 real tools to read, check, lint, scaffold, build and run Haskell code.
Haxe MCP: 20 real tools to read, check, lint, scaffold, build and run Haxe code.
HIP MCP: 20 real tools to read, check, lint, scaffold, build and run HIP code.
HiveQL MCP: 20 real tools to read, check, lint, scaffold, build and run HiveQL code.
HLSL MCP: 20 real tools to read, check, lint, scaffold, build and run HLSL code.
HolyC MCP: 20 real tools to read, check, lint, scaffold, build and run HolyC code.
hoon MCP: 20 real tools to read, check, lint, scaffold, build and run hoon code.
Hurl MCP: 20 real tools to read, check, lint, scaffold, build and run Hurl code.
Hy MCP: 20 real tools to read, check, lint, scaffold, build and run Hy code.
HyPhy MCP: 20 real tools to read, check, lint, scaffold, build and run HyPhy code.
IDL MCP: 20 real tools to read, check, lint, scaffold, build and run IDL code.
Idris MCP: 20 real tools to read, check, lint, scaffold, build and run Idris code.
IGOR Pro MCP: 20 real tools to read, check, lint, scaffold, build and run IGOR Pro code.
IL Assembly MCP: 20 real tools to read, check, lint, scaffold, build and run IL Assembly code.
ImageJ Macro MCP: 20 real tools to read, check, lint, scaffold, build and run ImageJ Macro code.
Imba MCP: 20 real tools to read, check, lint, scaffold, build and run Imba code.
ImHex Pattern Language MCP: real tools for real work.
Inform 7 MCP: 20 real tools to read, check, lint, scaffold, build and run Inform 7 code.
Ink MCP: 20 real tools to read, check, lint, scaffold, build and run Ink code.
Inno Setup MCP: 20 real tools to read, check, lint, scaffold, build and run Inno Setup code.
Io MCP: 20 real tools to read, check, lint, scaffold, build and run Io code.
Ioke MCP: 20 real tools to read, check, lint, scaffold, build and run Ioke code.
Isabelle MCP: 20 real tools to read, check, lint, scaffold, build and run Isabelle code.
Isabelle ROOT MCP: 20 real tools to read, check, lint, scaffold, build and run Isabelle ROOT code.
ISPC MCP: 20 real tools to read, check, lint, scaffold, build and run ISPC code.
J MCP: 20 real tools to read, check, lint, scaffold, build and run J code.
Jac MCP: 20 real tools to read, check, lint, scaffold, build and run Jac code.
Jai MCP: 20 real tools to read, check, lint, scaffold, build and run Jai code.
Janet MCP: 20 real tools to read, check, lint, scaffold, build and run Janet code.
Jasmin MCP: 20 real tools to read, check, lint, scaffold, build and run Jasmin code.
JASS MCP: 20 real tools to read, check, lint, scaffold, build and run JASS code.
Java MCP: 20 real tools to read, check, lint, scaffold, build and run Java code.
JavaScript+ERB MCP: 20 real tools to read, check, lint, scaffold, build and run JavaScript+ERB code.
JavaScript MCP: 20 real tools to read, check, lint, scaffold, build and run JavaScript code.
JCL MCP: 20 real tools to read, check, lint, scaffold, build and run JCL code.
JFlex MCP: 20 real tools to read, check, lint, scaffold, build and run JFlex code.
Jison Lex MCP: 20 real tools to read, check, lint, scaffold, build and run Jison Lex code.
Jison MCP: 20 real tools to read, check, lint, scaffold, build and run Jison code.
Jolie MCP: 20 real tools to read, check, lint, scaffold, build and run Jolie code.
Joy MCP: 20 real tools to read, check, lint, scaffold, build and run Joy code.
jq MCP: 20 real tools to read, check, lint, scaffold, build and run jq code.
JSONiq MCP: 20 real tools to read, check, lint, scaffold, build and run JSONiq code.
Jsonnet MCP: 20 real tools to read, check, lint, scaffold, build and run Jsonnet code.
Java Server Pages MCP: real tools for real work.
Java Template Engine MCP: real tools for real work.
Julia MCP: 20 real tools to read, check, lint, scaffold, build and run Julia code.
Julia REPL MCP: 20 real tools to read, check, lint, scaffold, build and run Julia REPL code.
Just MCP: 20 real tools to read, check, lint, scaffold, build and run Just code.
K MCP: 20 real tools to read, check, lint, scaffold, build and run K code.
Kaitai Struct MCP: 20 real tools to read, check, lint, scaffold, build and run Kaitai Struct code.
KakouneScript MCP: 20 real tools to read, check, lint, scaffold, build and run KakouneScript code.
KCL MCP: 20 real tools to read, check, lint, scaffold, build and run KCL code.
KerboScript MCP: 20 real tools to read, check, lint, scaffold, build and run KerboScript code.
KFramework MCP: 20 real tools to read, check, lint, scaffold, build and run KFramework code.
Koka MCP: 20 real tools to read, check, lint, scaffold, build and run Koka code.
KoLmafia ASH MCP: 20 real tools to read, check, lint, scaffold, build and run KoLmafia ASH code.
Kotlin MCP: 20 real tools to read, check, lint, scaffold, build and run Kotlin code.
KRL MCP: 20 real tools to read, check, lint, scaffold, build and run KRL code.
LabVIEW MCP: 20 real tools to read, check, lint, scaffold, build and run LabVIEW code.
Lambdapi MCP: 20 real tools to read, check, lint, scaffold, build and run Lambdapi code.
Langium MCP: 20 real tools to read, check, lint, scaffold, build and run Langium code.
Lasso MCP: 20 real tools to read, check, lint, scaffold, build and run Lasso code.